{"id":18,"date":"2023-04-02T21:29:51","date_gmt":"2023-04-02T19:29:51","guid":{"rendered":"https:\/\/hachem-kadri.pedaweb.univ-amu.fr\/wordpress\/?page_id=18"},"modified":"2026-06-07T15:43:06","modified_gmt":"2026-06-07T13:43:06","slug":"publications","status":"publish","type":"page","link":"https:\/\/hachem-kadri.pedaweb.univ-amu.fr\/wordpress\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Lists of my publications are also available at <a rel=\"noreferrer noopener\" href=\"https:\/\/scholar.google.com\/citations?hl=en&amp;user=E2XUpSkAAAAJ&amp;view_op=list_works&amp;sortby=pubdate\" target=\"_blank\">Google Scholar<\/a> and <a href=\"https:\/\/hal.science\/search\/index\/?qa[auth_t][]=hachem+kadri&amp;rows=30&amp;sort=producedDate_tdate+desc\">HAL<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I have authored over 60 publications spanning: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Quantum machine learning <\/li>\n\n\n\n<li>C*-algebraic machine learning<\/li>\n\n\n\n<li>Deep learning<\/li>\n\n\n\n<li>Frugal learning<\/li>\n\n\n\n<li>Kernel methods<\/li>\n\n\n\n<li>Signal processing<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This work also includes publicly available open-source <a href=\"https:\/\/hachem-kadri.pedaweb.univ-amu.fr\/wordpress\/software\/\" data-type=\"link\" data-id=\"https:\/\/hachem-kadri.pedaweb.univ-amu.fr\/wordpress\/software\/\">software<\/a>.<\/p>\n\n\n<h3>Top-Tier Journals<\/h3>\n<pre style=\"padding-left: 40px;\"><span style=\"color: #808080;\">JMLR: 4, TMLR: 1, MLJ: 1, PR: 1, QMI: 2<\/span><\/pre>\n<h3>\u00a0<\/h3>\n<h3>Top-Tier Conferences<\/h3>\n<pre style=\"padding-left: 40px;\"><span style=\"color: #808080;\">ICML: 6, NeurIPS: 3, AISTATS: 4, UAI: 2, IJCAI: 1 <\/span><\/pre>\n\n\n<div style=\"height:39px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">2026<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><code><strong>Kadri<\/strong> <strong>Hachem<\/strong>, Tomasi Joachim, Hashimoto Yuka,  Anthoine S. Position: Quantum kernel machines should move beyonf scalar-valued kernels to realize their potential. <em>International Conference on Machine Learning (ICML)<\/em>, 2026.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/arxiv.org\/abs\/2506.03779' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{<strong>hachem<\/strong>2026position,\n  title={Position: Quantum kernel machines should move beyonf scalar-valued kernels to realize their potential},\n  author={<strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Joachim, Tomasi and Yuka, Hashimoto and Anthoine S},\n  booktitle={International Conference on Machine Learning (ICML)},\n  year={2026}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><code>Tomasi <code>Joachim,  Anthoine<\/code> S.<strong> <\/strong>, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. Benign overfitting with quantum kernels. <em>Uncertainty in Artificial Intelligence (UAI)<\/em>, 2026.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/arxiv.org\/abs\/2503.17020' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{<code>joachim2026benign,\n  title={Benign overfitting with quantum kernels},\n  author={<code>Joachim, Tomasi and Anthoine<\/code> S.<strong> <\/strong>and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  booktitle={Uncertainty in Artificial Intelligence (UAI)},\n  year={2026}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><code>Sun <code>Xiaoyu, Roget Mathieu, Di Molfetta<\/code><strong> <\/strong> Giuseppe, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. On quantum perceptron learning via quantum search. <em>Quantum Machine Intelligence (QMI)<\/em>, 2025.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/arxiv.org\/abs\/2503.17308' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@article{<code>xiaoyu2025quantum,\n  title={On quantum perceptron learning via quantum search},\n  author={<code>Xiaoyu, Sun and Mathieu, Roget and Giuseppe, Di Molfetta<\/code><strong> <\/strong>and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  journal={Quantum Machine Intelligence (QMI)},\n  year={2025}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><code>Hashimoto Yuka, Hafid Ayoub, Ikeda Masahiro, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. Spectral truncation kernels: noncommutativity in C*-algebraic kernel machines. <em>Journal of Machine Learning Research (JMLR)<\/em>, 2026.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/arxiv.org\/abs\/2405.17823' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@article{yuka2026spectral,\n  title={Spectral truncation kernels: noncommutativity in C*-algebraic kernel machines},\n  author={Yuka, Hashimoto and Ayoub, Hafid and Masahiro, Ikeda and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  journal={Journal of Machine Learning Research (JMLR)},\n  year={2026}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2025<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><code><strong>Kadri<\/strong> <strong>Hachem<\/strong>, Tomasi Joachim, Hashimoto Yuka,  Anthoine S. Towards quantum operator-valued kernels. <em>arXiv preprint arXiv:2506.03779<\/em>, 2025.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/arxiv.org\/abs\/2506.03779' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@article{<strong>hachem<\/strong>2025towards,\n  title={Towards quantum operator-valued kernels},\n  author={<strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Joachim, Tomasi and Yuka, Hashimoto and Anthoine S},\n  journal={arXiv preprint arXiv:2506.03779},\n  year={2025}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><code>Tomasi <code>Joachim,  Anthoine<\/code> S.<strong> <\/strong>, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. Benign overfitting with quantum kernels. <em>arXiv preprint arXiv:2503.17020<\/em>, 2025.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/arxiv.org\/abs\/2503.17020' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@article{<code>joachim2025benign,\n  title={Benign overfitting with quantum kernels},\n  author={<code>Joachim, Tomasi and Anthoine<\/code> S.<strong> <\/strong>and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  journal={arXiv preprint arXiv:2503.17020},\n  year={2025}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><code>Sun <code>Xiaoyu, Roget Mathieu, Di Molfetta<\/code><strong> <\/strong> Giuseppe, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. On quantum perceptron learning via quantum search. <em>arXiv preprint arXiv:2503.17308<\/em>, 2025.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/arxiv.org\/abs\/2503.17308' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@article{<code>xiaoyu2025quantum,\n  title={On quantum perceptron learning via quantum search},\n  author={<code>Xiaoyu, Sun and Mathieu, Roget and Giuseppe, Di Molfetta<\/code><strong> <\/strong>and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  journal={arXiv preprint arXiv:2503.17308},\n  year={2025}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2024<\/h2>\n\n\n<p><code>Hashimoto Yuka, Hafid Ayoub, Ikeda Masahiro, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. Spectral truncation kernels: noncommutativity in C*-algebraic kernel machines. <em>arXiv preprint arXiv:2405.17823<\/em>, 2024.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/arxiv.org\/abs\/2405.17823' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@article{yuka2024spectral,\n  title={Spectral truncation kernels: noncommutativity in C*-algebraic kernel machines},\n  author={Yuka, Hashimoto and Ayoub, Hafid and Masahiro, Ikeda and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  journal={arXiv preprint arXiv:2405.17823},\n  year={2024}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><code data-rich-text-format-boundary=\"true\"><\/code><\/p>\n<p><code>Hashimoto Yuka, Ikeda Masahiro, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. Position: C*-algebraic machine learning--Moving in a new direction. <em>International Conference on Machine Learning (ICML)<\/em>, Vienna, Austria, 2024.[ Acceptance rate: 26% ]<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/icml.cc\/Conferences\/2024' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{yuka2024position,\n  title={Position: C*-algebraic machine learning--Moving in a new direction},\n  author={Yuka, Hashimoto and Masahiro, Ikeda and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  booktitle={International Conference on Machine Learning (ICML)},\n  year={2024},\n  address={Vienna, Austria}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p><code>Hariz Kais, <strong>Kadri<\/strong> <strong>Hachem<\/strong>, Ayache St\u00e9phane, Moakher Maher,  Thierry Arti\u00e8res. Implicit regularization in deep Tucker factorization: low-rankness via structured sparsity. <em>International Conference on Artificial Intelligence and Statistics (AISTATS)<\/em>, Valencia, Spain, 2024.[ Acceptance rate: 27% ]<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='http:\/\/aistats.org\/aistats2024' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{kais2024implicit,\n  title={Implicit regularization in deep Tucker factorization: low-rankness via structured sparsity},\n  author={Kais, Hariz and <strong>Hachem<\/strong>, <strong>Kadri<\/strong> and St\u00e9phane, Ayache and Maher, Moakher and Thierry Arti\u00e8res},\n  booktitle={International Conference on Artificial Intelligence and Statistics (AISTATS)},\n  year={2024},\n  address={Valencia, Spain}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p><code data-rich-text-format-boundary=\"true\">Demni Nizar, <strong> Kadri<\/strong> <strong>Hachem<\/strong>. Orthogonal random features: explicit forms and sharp inequalities. <em>Transactions on Machine learning Research (TMLR)<\/em>, 2024.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/openreview.net\/forum?id=FMtRZ4xzSi' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@article{nizar2024orthogonal,\n  title={Orthogonal random features: explicit forms and sharp inequalities},\n  author={Nizar, Demni and <strong>Hachem<\/strong>,<strong> Kadri<\/strong>},\n  journal={Transactions on Machine learning Research (TMLR)},\n  year={2024}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><code data-rich-text-format-boundary=\"true\"><\/code><\/p>\n<p><code>Benazha Hamed, Ayache St\u00e9phane, <strong>Kadri<\/strong> <strong>Hachem<\/strong>,  Thierry Arti\u00e8res. Measuring hallucination in disentangled representations. <em>International Joint Conference on Neural Networks (IJCNN)<\/em>, Yokohama, Japan, 2024.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/hal.science\/hal-04532666v1' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{hamed2024measuring,\n  title={Measuring hallucination in disentangled representations},\n  author={Hamed, Benazha and St\u00e9phane, Ayache and <strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Thierry Arti\u00e8res},\n  booktitle={International Joint Conference on Neural Networks (IJCNN)},\n  year={2024},\n  address={Yokohama, Japan}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><code data-rich-text-format-boundary=\"true\"><\/code><\/p>\n\n\n<h2 class=\"wp-block-heading\">2023<\/h2>\n\n\n<p><code>Casal\u00e9 Balthazar, Di Molfetta Giuseppe,  Anthoine S., <strong>Kadri<\/strong> <strong>Hachem<\/strong>. Large scale quantum separability through a reproducible machine learning lens. <em>arXiv preprint arXiv:2306.09444<\/em>, 2023.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/arxiv.org\/abs\/2306.09444' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@article{balthazar2023large,\n  title={Large scale quantum separability through a reproducible machine learning lens},\n  author={Balthazar, Casal\u00e9 and Giuseppe, Di Molfetta and Anthoine S. and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  journal={arXiv preprint arXiv:2306.09444},\n  year={2023}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><code data-rich-text-format-boundary=\"true\"><\/code><\/p>\n<p style=\"text-align: justify;\"><code>Hashimoto Yuka, Ikeda Masahiro, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. Deep learning with kernels through RKHM and the Perron-Frobenius operator. <em>Advances in Neural Information Processing Systems (NeurIPS)<\/em>, New Orleans, Louisiana, 2023.[ Acceptance rate: 26% ]<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/arxiv.org\/abs\/2305.13588' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{yuka2023deep,\n  title={Deep learning with kernels through RKHM and the Perron-Frobenius operator},\n  author={Yuka, Hashimoto and Masahiro, Ikeda and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  booktitle={Advances in Neural Information Processing Systems (NeurIPS)},\n  year={2023},\n  address={New Orleans, Louisiana}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p><code>Hashimoto Yuka, Ikeda Masahiro, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. Learning in RKHM: a<br \/>\nC*-algebraic twist for kernel machines. <em>International Conference on Artificial Intelligence and Statistics (AISTATS)<\/em>, Valencia, Spain, 2023.[ Acceptance rate: 29% ]<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/arxiv.org\/abs\/2210.11855' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{yuka2023learning,\n  title={Learning in RKHM: a<br \/>\nC*-algebraic twist for kernel machines},\n  author={Yuka, Hashimoto and Masahiro, Ikeda and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  booktitle={International Conference on Artificial Intelligence and Statistics (AISTATS)},\n  year={2023},\n  address={Valencia, Spain}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p><code data-rich-text-format-boundary=\"true\">Roget Mathieu, <strong> Kadri <\/strong> <strong>Hachem<\/strong>, Di Molfetta Giuseppe. Optimality conditions for spatial search with multiple marked vertices. <em>Physical Review Research<\/em>, 5(3), 2023.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/journals.aps.org\/prresearch\/abstract\/10.1103\/PhysRevResearch.5.033021' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@article{mathieu2023optimality,\n  title={Optimality conditions for spatial search with multiple marked vertices},\n  author={Mathieu, Roget and <strong>Hachem<\/strong>,<strong> Kadri <\/strong>and Giuseppe, Di Molfetta},\n  journal={Physical Review Research},\n  year={2023},\n  volume={5},\n  number={3}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n<h2 class=\"wp-block-heading\">2022<\/h2>\n\n\n<p style=\"text-align: justify;\"><code data-rich-text-format-boundary=\"true\">Roget Mathieu, Di Molfetta Giuseppe, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. Quantum perceptron revisited: Computational-statistical tradeoffs. <em>Uncertainty in Artificial Intelligence (UAI)<\/em>, Eidhoven, The Netherlands, 2022.[ Oral  presentation, acceptance rate: 5% ]<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/proceedings.mlr.press\/v180\/roget22a.html' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{mathieu2022quantum,\n  title={Quantum perceptron revisited: Computational-statistical tradeoffs},\n  author={Mathieu, Roget and Giuseppe, Di Molfetta and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  booktitle={Uncertainty in Artificial Intelligence (UAI)},\n  year={2022},\n  address={Eidhoven, The Netherlands}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code data-rich-text-format-boundary=\"true\">Hariz Kais, <strong>Kadri<\/strong> <strong>Hachem<\/strong>, Ayache St\u00e9phane, Moakher Maher, Arti\u00e8res Thierry. Implicit regularization with polynomial growth in deep tensor factorization. <em>International Conference on Machine Learning (ICML)<\/em>, Baltimore, Maryland, 2022.[ Acceptance rate: 21% ]<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/proceedings.mlr.press\/v162\/hariz22a.html' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{kais2022implicit,\n  title={Implicit regularization with polynomial growth in deep tensor factorization},\n  author={Kais, Hariz and <strong>Hachem<\/strong>, <strong>Kadri<\/strong> and St\u00e9phane, Ayache and Maher, Moakher and Thierry, Arti\u00e8res},\n  booktitle={International Conference on Machine Learning (ICML)},\n  year={2022},\n  address={Baltimore, Maryland}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code data-rich-text-format-boundary=\"true\">Benielli Dominique, Bauvin Baptiste, Ko\u00e7o Sokol, Huusari Riikka, Capponi C\u00e9cile, <strong> Kadri<\/strong> <strong>Hachem<\/strong>, Laviolette Fran\u00e7ois. Toolbox for multimodal learn (scikit-multimodallearn). <em>Journal of Machine Learning Research (JMLR)<\/em>, 23(51), 2022.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/www.jmlr.org\/papers\/v23\/21-0791.html' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@article{dominique2022toolbox,\n  title={Toolbox for multimodal learn (scikit-multimodallearn)},\n  author={Dominique, Benielli and Baptiste, Bauvin and Sokol, Ko\u00e7o and Riikka, Huusari and C\u00e9cile, Capponi and <strong>Hachem<\/strong>,<strong> Kadri<\/strong> and Fran\u00e7ois, Laviolette},\n  journal={Journal of Machine Learning Research (JMLR)},\n  year={2022},\n  volume={23},\n  number={51}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code data-rich-text-format-boundary=\"true\">Huusari Riikka, Capponi C\u00e9cile,  Paul Villoutreix, <strong> Kadri<\/strong> <strong>Hachem<\/strong>. Cross-View kernel transfer. <em>Pattern Recognition<\/em>, 129, 2022.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/doi.org\/10.1016\/j.patcog.2022.108759' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@article{riikka2022cross,\n  title={Cross-View kernel transfer},\n  author={Riikka, Huusari and C\u00e9cile, Capponi and Paul Villoutreix and <strong>Hachem<\/strong>,<strong> Kadri<\/strong>},\n  journal={Pattern Recognition},\n  year={2022},\n  volume={129}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code data-rich-text-format-boundary=\"true\"><\/code><code data-rich-text-format-boundary=\"true\">Cherfaoui Farah, <strong>Kadri<\/strong> <strong>Hachem<\/strong>, Ralaivola Liva. Scalable ridge leverage score sampling for the Nystr\u00f6m method. <em>IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)<\/em>, Singapore, 2022.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/hal-amu.archives-ouvertes.fr\/hal-03597111\/document' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{farah2022scalable,\n  title={Scalable ridge leverage score sampling for the Nystr\u00f6m method},\n  author={Farah, Cherfaoui and <strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Liva, Ralaivola},\n  booktitle={IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  year={2022},\n  address={Singapore}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><code data-rich-text-format-boundary=\"true\"><\/code><code data-rich-text-format-boundary=\"true\"><\/code><\/p>\n<p style=\"text-align: justify;\"><code data-rich-text-format-boundary=\"true\"><\/code><code data-rich-text-format-boundary=\"true\">Cherfaoui Farah, <strong>Kadri<\/strong> <strong>Hachem<\/strong>, Anthoine S., Ralaivola Liva. MMD et Nystr\u00f6m : un point de vue des RKHSs discrets. <em>Conf\u00e9rence Francophone sur l\u2019Apprentissage Automatique (CAp)<\/em>, Vannes, France, 2022.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{farah2022mmd,\n  title={MMD et Nystr\u00f6m : un point de vue des RKHSs discrets},\n  author={Farah, Cherfaoui and <strong>Hachem<\/strong>, <strong>Kadri<\/strong> and S., Anthoine and Liva, Ralaivola},\n  booktitle={Conf\u00e9rence Francophone sur l\u2019Apprentissage Automatique (CAp)},\n  year={2022},\n  address={Vannes, France}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code data-rich-text-format-boundary=\"true\">Roget Mathieu, Di Molfetta Giuseppe, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. Perceptrons quantiques : compromis entre pr\u00e9cision statistique et temps de calcul. <em>Conf\u00e9rence Francophone sur l\u2019Apprentissage Automatique (CAp)<\/em>, Vannes, France, 2022.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{mathieu2022perceptrons,\n  title={Perceptrons quantiques : compromis entre pr\u00e9cision statistique et temps de calcul},\n  author={Mathieu, Roget and Giuseppe, Di Molfetta and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  booktitle={Conf\u00e9rence Francophone sur l\u2019Apprentissage Automatique (CAp)},\n  year={2022},\n  address={Vannes, France}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code data-rich-text-format-boundary=\"true\">Hariz Kais, <strong>Kadri<\/strong> <strong>Hachem<\/strong>, Ayache St\u00e9phane, Moakher Maher, Arti\u00e8res Thierry. R\u00e9gularisation implicite et apprentissage profond de tenseurs de faible rang. <em>Conf\u00e9rence Francophone sur l\u2019Apprentissage Automatique (CAp)<\/em>, Vannes, France, 2022.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{kais2022r\u00e9gularisation,\n  title={R\u00e9gularisation implicite et apprentissage profond de tenseurs de faible rang},\n  author={Kais, Hariz and <strong>Hachem<\/strong>, <strong>Kadri<\/strong> and St\u00e9phane, Ayache and Maher, Moakher and Thierry, Arti\u00e8res},\n  booktitle={Conf\u00e9rence Francophone sur l\u2019Apprentissage Automatique (CAp)},\n  year={2022},\n  address={Vannes, France}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n<h2 class=\"wp-block-heading\">2021<\/h2>\n\n\n<p style=\"text-align: justify;\"><code>Huusari Riikka, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. Entangled kernels - beyond separability. <em>Journal of Machine Learning Research (JMLR)<\/em>, 22(24): 1-40, 2021.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/jmlr.org\/papers\/v22\/19-665.html' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@article{riikka2021entangled,\n  title={Entangled kernels - beyond separability},\n  author={Riikka, Huusari and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  journal={Journal of Machine Learning Research (JMLR)},\n  year={2021},\n  volume={22},\n  number={24},\n  pages={1--40}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code>Giffon Luc, Emiya Valentin, <strong>Kadri <\/strong> <strong>Hachem<\/strong>, Ralaivola Liva. QuicK-means: Accelerating inference for K-means by learning fast transforms. <em>Machine Learning Journal (MLJ)<\/em>, 110(24): 881-905, 2021.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/doi.org\/10.1007\/s10994-021-05965-0' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@article{luc2021quick,\n  title={QuicK-means: Accelerating inference for K-means by learning fast transforms},\n  author={Luc, Giffon and Valentin, Emiya and <strong>Hachem<\/strong>, <strong>Kadri <\/strong>and Liva, Ralaivola},\n  journal={Machine Learning Journal (MLJ)},\n  year={2021},\n  volume={110},\n  number={24},\n  pages={881--905}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code data-rich-text-format-boundary=\"true\">Giffon Luc,  St\u00e9phane Ayache, <strong>Kadri<\/strong> <strong>Hachem<\/strong>, Arti\u00e8res Thierry, Sicre Ronan. PSM-nets: Compressing neural networks with product of sparse matrices. <em>International Joint Conference on Neural Networks (IJCNN)<\/em>, Online, 2021.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/hal.science\/hal-03151539\/file\/Palmnet_IJCNN__Copy_.pdf' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{luc2021psm,\n  title={PSM-nets: Compressing neural networks with product of sparse matrices},\n  author={Luc, Giffon and St\u00e9phane Ayache and <strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Thierry, Arti\u00e8res and Ronan, Sicre},\n  booktitle={International Joint Conference on Neural Networks (IJCNN)},\n  year={2021},\n  address={Online}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code data-rich-text-format-boundary=\"true\">Milanesi Paolo, <strong>Kadri<\/strong> <strong>Hachem<\/strong>, Ayache St\u00e9phane, Arti\u00e8res Thierry. Implicit regularization in deep tensor factorization. <em>International Joint Conference on Neural Networks (IJCNN)<\/em>, Online, 2021.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/arxiv.org\/abs\/2105.01346' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{paolo2021implicit,\n  title={Implicit regularization in deep tensor factorization},\n  author={Paolo, Milanesi and <strong>Hachem<\/strong>, <strong>Kadri<\/strong> and St\u00e9phane, Ayache and Thierry, Arti\u00e8res},\n  booktitle={International Joint Conference on Neural Networks (IJCNN)},\n  year={2021},\n  address={Online}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n<h2 class=\"wp-block-heading\">2020<\/h2>\n\n\n<p style=\"text-align: justify;\"><code><strong>Kadri<\/strong> <strong>Hachem<\/strong>, Ayache St\u00e9phane, Huusari Riikka, Rakotomamonjy Alain, Ralaivola Liva. Partial trace regression and low-rank Kraus decomposition. <em>International Conference on Machine Learning (ICML)<\/em>, Online, 2020.[ Acceptance rate: 21% ]<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='http:\/\/proceedings.mlr.press\/v119\/kadri20a.html' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{<strong>hachem<\/strong>2020partial,\n  title={Partial trace regression and low-rank Kraus decomposition},\n  author={<strong>Hachem<\/strong>, <strong>Kadri<\/strong> and St\u00e9phane, Ayache and Riikka, Huusari and Alain, Rakotomamonjy and Liva, Ralaivola},\n  booktitle={International Conference on Machine Learning (ICML)},\n  year={2020},\n  address={Online}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code>Casal\u00e9 Balthazar, Di Molfetta Giuseppe, <strong>Kadri <\/strong> <strong>Hachem<\/strong>, Ralaivola Liva. Quantum bandits. <em>Quantum Machine Intelligence (QMI)<\/em>, 2(11), 2020.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/arxiv.org\/abs\/2002.06395' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@article{balthazar2020quantum,\n  title={Quantum bandits},\n  author={Balthazar, Casal\u00e9 and Giuseppe, Di Molfetta and <strong>Hachem<\/strong>, <strong>Kadri <\/strong>and Liva, Ralaivola},\n  journal={Quantum Machine Intelligence (QMI)},\n  year={2020},\n  volume={2},\n  number={11}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code data-rich-text-format-boundary=\"true\">Sellami Akrem, Dup\u00e9 Fran\u00e7ois-Xavier, Cagna Bastien, <strong>Kadri<\/strong> <strong>Hachem<\/strong>, Ayache St\u00e9phane, Arti\u00e8res Thierry, Takerkart Sylvain. Mapping individual differences in cortical architecture using multi-view representation learning. <em>International Joint Conference on Neural Networks (IJCNN)<\/em>, Glasgow, UK, 2020.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/hal.science\/hal-02520673\/document' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{akrem2020mapping,\n  title={Mapping individual differences in cortical architecture using multi-view representation learning},\n  author={Akrem, Sellami and Fran\u00e7ois-Xavier, Dup\u00e9 and Bastien, Cagna and <strong>Hachem<\/strong>, <strong>Kadri<\/strong> and St\u00e9phane, Ayache and Thierry, Arti\u00e8res and Sylvain, Takerkart},\n  booktitle={International Joint Conference on Neural Networks (IJCNN)},\n  year={2020},\n  address={Glasgow, UK}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n<h2 class=\"wp-block-heading\">2019<\/h2>\n\n\n<p style=\"text-align: justify;\"><code>Huusari Riikka, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. Entangled kernels. <em>International Joint Conference on Artificial Intelligence (IJCAI)<\/em>, Macao, China, 2019.[ Acceptance rate: 19% ]<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/www.ijcai.org\/proceedings\/2019\/358' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{riikka2019entangled,\n  title={Entangled kernels},\n  author={Riikka, Huusari and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  booktitle={International Joint Conference on Artificial Intelligence (IJCAI)},\n  year={2019},\n  address={Macao, China}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><code><\/code><\/p>\n<p style=\"text-align: justify;\"><code>Huusari Riikka, <strong>Kadri <\/strong> <strong>Hachem<\/strong>, Capponi C\u00e9cile. General framework for multi-view metric learning. <em>In Linking and Mining Heterogeneous and Multi-view Data, Chapter 11<\/em>, 2019.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/link.springer.com\/chapter\/10.1007\/978-3-030-01872-6_11' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@article{riikka2019general,\n  title={General framework for multi-view metric learning},\n  author={Riikka, Huusari and <strong>Hachem<\/strong>, <strong>Kadri <\/strong>and C\u00e9cile, Capponi},\n  journal={In Linking and Mining Heterogeneous and Multi-view Data, Chapter 11},\n  year={2019},\n  publisher={Springer}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code data-rich-text-format-boundary=\"true\">Giffon Luc, Ayache St\u00e9phane, Arti\u00e8res Thierry, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. Deep networks with adpative Nystr\u00f6m approximation. <em>International Joint Conference on Neural Networks (IJCNN)<\/em>, Budapest, Hungary, 2019.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/arxiv.org\/abs\/1911.13036' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{luc2019deep,\n  title={Deep networks with adpative Nystr\u00f6m approximation},\n  author={Luc, Giffon and St\u00e9phane, Ayache and Thierry, Arti\u00e8res and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  booktitle={International Joint Conference on Neural Networks (IJCNN)},\n  year={2019},\n  address={Budapest, Hungary}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code data-rich-text-format-boundary=\"true\">Huusari Riikka, Capponi C\u00e9cile,  Paul Villoutreix, <strong> Kadri<\/strong> <strong>Hachem<\/strong>. Cross-View kernel transfer. <em><em>ECML\/PKDD workshop on Data and Machine Learning Advances with Multiple Views<\/em> (DAMVL)<\/em>[, W\u00fcrzburg, Germany], 2019.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{riikka2019cross,\n  title={Cross-View kernel transfer},\n  author={Riikka, Huusari and C\u00e9cile, Capponi and Paul Villoutreix and <strong>Hachem<\/strong>,<strong> Kadri<\/strong>},\n  booktitle={<em>ECML\/PKDD workshop on Data and Machine Learning Advances with Multiple Views<\/em> (DAMVL)},\n  year={2019},\n  address={W\u00fcrzburg, Germany}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code data-rich-text-format-boundary=\"true\">Huusari Riikka, Capponi C\u00e9cile, Villoutreix Paul, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. Apprentissage multi-vues pour la compl\u00e9tion transmodale de matrices noyaux. <em>Conf\u00e9rence Francophone sur l\u2019Apprentissage Automatique (CAp)<\/em>, Toulouse, France, 2019.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{riikka2019apprentissage,\n  title={Apprentissage multi-vues pour la compl\u00e9tion transmodale de matrices noyaux},\n  author={Riikka, Huusari and C\u00e9cile, Capponi and Paul, Villoutreix and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  booktitle={Conf\u00e9rence Francophone sur l\u2019Apprentissage Automatique (CAp)},\n  year={2019},\n  address={Toulouse, France}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n<h2 class=\"wp-block-heading\">2018<\/h2>\n\n\n<p style=\"text-align: justify;\"><code>Huusari Riikka, <strong>Kadri<\/strong> <strong>Hachem<\/strong>, Capponi C\u00e9cile. Multi-view metric Learning in vector-valued kernel spaces. <em>International Conference on Artificial Intelligence and Statistics (AISTATS)<\/em>, Canary Islands, Spain, 2018.[ Acceptance rate: 33% ]<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='http:\/\/proceedings.mlr.press\/v84\/huusari18a.html' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{riikka2018multi,\n  title={Multi-view metric Learning in vector-valued kernel spaces},\n  author={Riikka, Huusari and <strong>Hachem<\/strong>, <strong>Kadri<\/strong> and C\u00e9cile, Capponi},\n  booktitle={International Conference on Artificial Intelligence and Statistics (AISTATS)},\n  year={2018},\n  address={Canary Islands, Spain}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code data-rich-text-format-boundary=\"true\">Huusari Riikka, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. Intrication et noyaux \u00e0 valeurs op\u00e9rateurs. <em>Conf\u00e9rence Francophone sur l\u2019Apprentissage Automatique (CAp)<\/em>, Rouen, France, 2018.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{riikka2018intrication,\n  title={Intrication et noyaux \u00e0 valeurs op\u00e9rateurs},\n  author={Riikka, Huusari and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  booktitle={Conf\u00e9rence Francophone sur l\u2019Apprentissage Automatique (CAp)},\n  year={2018},\n  address={Rouen, France}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code data-rich-text-format-boundary=\"true\">Giffon Luc, Ayache St\u00e9phane, <strong>Kadri <\/strong> <strong>Hachem<\/strong>, Arti\u00e8res Thierry. Emulsion de noyaux et d'apprentissage profond. <em>Conf\u00e9rence Francophone sur l\u2019Apprentissage Automatique (CAp)<\/em>, Rouen, France, 2018.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{luc2018emulsion,\n  title={Emulsion de noyaux et d'apprentissage profond},\n  author={Luc, Giffon and St\u00e9phane, Ayache and <strong>Hachem<\/strong>, <strong>Kadri <\/strong>and Thierry, Arti\u00e8res},\n  booktitle={Conf\u00e9rence Francophone sur l\u2019Apprentissage Automatique (CAp)},\n  year={2018},\n  address={Rouen, France}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code data-rich-text-format-boundary=\"true\">Huusari Riikka, <strong>Kadri <\/strong> <strong>Hachem<\/strong>,  C\u00e9cile Capponi. Support vector machine framework for multi-view metric learning. <em>Journ\u00e9es de Statistiques (JdS)<\/em>, Paris, France, 2018.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{riikka2018support,\n  title={Support vector machine framework for multi-view metric learning},\n  author={Riikka, Huusari and <strong>Hachem<\/strong>, <strong>Kadri <\/strong>and C\u00e9cile Capponi},\n  booktitle={Journ\u00e9es de Statistiques (JdS)},\n  year={2018},\n  address={Paris, France}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n<h2 class=\"wp-block-heading\">2017<\/h2>\n\n\n<p style=\"text-align: justify;\"><code>Audiffren Julien, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. M-power regularized least squares regression. <em>International Joint Conference on Neural Networks (IJCNN)<\/em>, Budapest, Hungary, 2017.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/arxiv.org\/abs\/1310.2451' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{julien2017m,\n  title={M-power regularized least squares regression},\n  author={Julien, Audiffren and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  booktitle={International Joint Conference on Neural Networks (IJCNN)},\n  year={2017},\n  address={Budapest, Hungary}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code data-rich-text-format-boundary=\"true\">Huusari Riikka, Capponi C\u00e9cile, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. Noyaux \u00e0 valeurs op\u00e9rateurs et apprentissage de m\u00e9triques multi-vues. <em>Conf\u00e9rence Francophone sur l\u2019Apprentissage Automatique (CAp)<\/em>, Grenoble, France, 2017.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{riikka2017noyaux,\n  title={Noyaux \u00e0 valeurs op\u00e9rateurs et apprentissage de m\u00e9triques multi-vues},\n  author={Riikka, Huusari and C\u00e9cile, Capponi and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  booktitle={Conf\u00e9rence Francophone sur l\u2019Apprentissage Automatique (CAp)},\n  year={2017},\n  address={Grenoble, France}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n<h2 class=\"wp-block-heading\">2016<\/h2>\n\n\n<p style=\"text-align: justify;\"><code>Rabusseau Guillaume, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. Low-rank regerssion with tensor responses. <em>Neural Information Processing Systems (NeurIPS)<\/em>, Barcelona, Spain, 2016.[ Acceptance rate: 23% ]<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/papers.nips.cc\/paper_files\/paper\/2016\/hash\/3806734b256c27e41ec2c6bffa26d9e7-Abstract.html' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{guillaume2016low,\n  title={Low-rank regerssion with tensor responses},\n  author={Guillaume, Rabusseau and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  booktitle={Neural Information Processing Systems (NeurIPS)},\n  year={2016},\n  address={Barcelona, Spain}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code><strong>Kadri<\/strong> <strong>Hachem<\/strong>, Duflos Emmanuel, Preux Philippe, Canu St\u00e9phane, Rakotomamonjy Alain, Audiffren Julien. Operator-valued kernels for learning from functional response data. <em>Journal of Machine Learning Research (JMLR)<\/em>, 17(20): 1-54, 2016.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/jmlr.org\/papers\/v17\/11-315.html' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@article{<strong>hachem<\/strong>2016operator,\n  title={Operator-valued kernels for learning from functional response data},\n  author={<strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Emmanuel, Duflos and Philippe, Preux and St\u00e9phane, Canu and Alain, Rakotomamonjy and Julien, Audiffren},\n  journal={Journal of Machine Learning Research (JMLR)},\n  year={2016},\n  volume={17},\n  number={20},\n  pages={1--54}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n<h2 class=\"wp-block-heading\">2015<\/h2>\n\n\n<p style=\"text-align: justify;\"><code>Audiffren Julien, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. Online learning with operator-valued kernels. <em>European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN)<\/em>, Bruges, Belgium, 2015.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/www.esann.org\/sites\/default\/files\/proceedings\/legacy\/es2015-111.pdf' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{julien2015online,\n  title={Online learning with operator-valued kernels},\n  author={Julien, Audiffren and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  booktitle={European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN)},\n  year={2015},\n  address={Bruges, Belgium}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code>Amblard Pierre Olivier, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. Operator-valued kernel recursive least squares algorithm. <em>European Signal Processing Conference (EUSIPCO)<\/em>, Nice, France, 2015.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='http:\/\/www.eurasip.org\/Proceedings\/Eusipco\/Eusipco2015\/papers\/1570102849.pdf' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{pierre olivier2015operator,\n  title={Operator-valued kernel recursive least squares algorithm},\n  author={Pierre Olivier, Amblard and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  booktitle={European Signal Processing Conference (EUSIPCO)},\n  year={2015},\n  address={Nice, France}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code>Rabusseau Guillaume, <strong>Kadri<\/strong> <strong>Hachem<\/strong>, Denis Fran\u00e7ois. R\u00e9gression de faible rang non-param\u00e9trique pour r\u00e9ponses tensorielles. <em>Colloque GRETSI<\/em>, Lyon, France, 2015.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{guillaume2015r\u00e9gression,\n  title={R\u00e9gression de faible rang non-param\u00e9trique pour r\u00e9ponses tensorielles},\n  author={Guillaume, Rabusseau and <strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Fran\u00e7ois, Denis},\n  booktitle={Colloque GRETSI},\n  year={2015},\n  address={Lyon, France}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code>Amblard Pierre Olivier, <strong>Kadri<\/strong> <strong>Hachem<\/strong>. Algorithme LMS pour la r\u00e9gression \u00e0 noyau multivari\u00e9e parcimonieuse. <em>Colloque Gretsi<\/em>, Lyon, France, 2015.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{pierre olivier2015algorithme,\n  title={Algorithme LMS pour la r\u00e9gression \u00e0 noyau multivari\u00e9e parcimonieuse},\n  author={Pierre Olivier, Amblard and <strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  booktitle={Colloque Gretsi},\n  year={2015},\n  address={Lyon, France}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n<h2 class=\"wp-block-heading\">2013<\/h2>\n\n\n<p style=\"text-align: justify;\"><code><strong>Kadri <\/strong> <strong>Hachem<\/strong>, Ghavamzadeh Mohamed, Preux Phillipe. A generalized kernel approach to structured output learning. <em>International Conference on Machine Learning (ICML)<\/em>, Atlanta, Georgia, 2013.[ Acceptance rate: 23% ]<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/proceedings.mlr.press\/v28\/kadri13.html' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{<strong>hachem<\/strong>2013generalized,\n  title={A generalized kernel approach to structured output learning},\n  author={<strong>Hachem<\/strong>, <strong>Kadri <\/strong>and Mohamed, Ghavamzadeh and Phillipe, Preux},\n  booktitle={International Conference on Machine Learning (ICML)},\n  year={2013},\n  address={Atlanta, Georgia}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><code><\/code><\/p>\n<p style=\"text-align: justify;\"><code><strong>Kadri <\/strong> <strong>Hachem<\/strong>, Ayache St\u00e9phane, Capponi C\u00e9cile, Ko\u00e7o Sokol, Dup\u00e9 Fran\u00e7ois-Xavier, Morvant Emilie. The multi-task learning view of multimodal data. <em>Asian Conference on Machine Learning (ACML)<\/em>, Canberra, Australia, 2013.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/proceedings.mlr.press\/v29\/Kadri13.html' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{<strong>hachem<\/strong>2013multi,\n  title={The multi-task learning view of multimodal data},\n  author={<strong>Hachem<\/strong>, <strong>Kadri <\/strong>and St\u00e9phane, Ayache and C\u00e9cile, Capponi and Sokol, Ko\u00e7o and Fran\u00e7ois-Xavier, Dup\u00e9 and Emilie, Morvant},\n  booktitle={Asian Conference on Machine Learning (ACML)},\n  year={2013},\n  address={Canberra, Australia}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code>Audiffren Julien, <strong>Kadri<\/strong> <strong> Hachem<\/strong>. Stability of multi-task kernel regression algorithms. <em>Asian Conference on Machine Learning (ACML)<\/em>, Canberra, Australia, 2013.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/proceedings.mlr.press\/v29\/Audiffren13.html' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{julien2013stability,\n  title={Stability of multi-task kernel regression algorithms},\n  author={Julien, Audiffren and<strong> Hachem<\/strong>, <strong>Kadri<\/strong>},\n  booktitle={Asian Conference on Machine Learning (ACML)},\n  year={2013},\n  address={Canberra, Australia}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><code><br \/><\/code><\/p>\n<p style=\"text-align: justify;\"><code>Audiffren Julien, <strong>Kadri<\/strong> <strong> Hachem<\/strong>. Online output structure learning with operator-valued kernels. <em>NeurIPS Workshop on Output Representation Learning (ORL)<\/em>, Lake Tahoe, 2013.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{julien2013online,\n  title={Online output structure learning with operator-valued kernels},\n  author={Julien, Audiffren and<strong> Hachem<\/strong>, <strong>Kadri<\/strong>},\n  booktitle={NeurIPS Workshop on Output Representation Learning (ORL)},\n  year={2013},\n  address={Lake Tahoe}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code>Audiffren Julien, <strong>Kadri<\/strong> <strong> Hachem<\/strong>. Stabilit\u00e9 uniforme de la r\u00e9gression non lin\u00e9aire par moindres carr\u00e9s r\u00e9gularis\u00e9s avec des noyaux \u00e0 valeurs op\u00e9rateurs. <em>Conf\u00e9rence Francophone sur l'Apprentissage Automatique (CAp)<\/em>, Lille, France, 2013.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{julien2013stabilit\u00e9,\n  title={Stabilit\u00e9 uniforme de la r\u00e9gression non lin\u00e9aire par moindres carr\u00e9s r\u00e9gularis\u00e9s avec des noyaux \u00e0 valeurs op\u00e9rateurs},\n  author={Julien, Audiffren and<strong> Hachem<\/strong>, <strong>Kadri<\/strong>},\n  booktitle={Conf\u00e9rence Francophone sur l'Apprentissage Automatique (CAp)},\n  year={2013},\n  address={Lille, France}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code>Rabaoui Asma, <strong>Kadri<\/strong> <strong> Hachem<\/strong>, Davy Manuel. Processus de Dirichlet \u00e0 m\u00e9langes pour la classification non-supervis\u00e9e de donn\u00e9es fonctionnelles multivari\u00e9es. <em>Colloque Gretsi<\/em>, Brest, France, 2013.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{asma2013processus,\n  title={Processus de Dirichlet \u00e0 m\u00e9langes pour la classification non-supervis\u00e9e de donn\u00e9es fonctionnelles multivari\u00e9es},\n  author={Asma, Rabaoui and<strong> Hachem<\/strong>, <strong>Kadri<\/strong> and Manuel, Davy},\n  booktitle={Colloque Gretsi},\n  year={2013},\n  address={Brest, France}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n<h2 class=\"wp-block-heading\">2012<\/h2>\n\n\n<p style=\"text-align: justify;\"><code><strong>Kadri<\/strong> <strong>Hachem<\/strong>, Rakotomamonjy Alain, Bach Francis, Preux Philippe. Multiple operator-valued kernel learning. <em>Neural Information Processing Systems (NeurIPS)<\/em>, Lake Tahoe, 2012.[ Acceptance rate: 25% ]<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/papers.nips.cc\/paper_files\/paper\/2012\/hash\/36a1694bce9815b7e38a9dad05ad42e0-Abstract.html' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{<strong>hachem<\/strong>2012multiple,\n  title={Multiple operator-valued kernel learning},\n  author={<strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Alain, Rakotomamonjy and Francis, Bach and Philippe, Preux},\n  booktitle={Neural Information Processing Systems (NeurIPS)},\n  year={2012},\n  address={Lake Tahoe}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code>Rabaoui Asma, <strong>Kadri<\/strong> <strong> Hachem<\/strong>, Davy Manuel. Nonparametric Bayesian supervised classification of functional data. <em>IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)<\/em>, Kyoto, Japan, 2012.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/citeseerx.ist.psu.edu\/document?repid=rep1&amp;type=pdf&amp;doi=e64466ca70732bd081af42a749f8284093281f3c' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{asma2012nonparametric,\n  title={Nonparametric Bayesian supervised classification of functional data},\n  author={Asma, Rabaoui and<strong> Hachem<\/strong>, <strong>Kadri<\/strong> and Manuel, Davy},\n  booktitle={IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  year={2012},\n  address={Kyoto, Japan}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n<h2 class=\"wp-block-heading\">2011<\/h2>\n\n\n<p style=\"text-align: justify;\"><code><strong>Kadri<\/strong> <strong>Hachem<\/strong>, Rabaoui Asma, Duflos Emmanuel, Preux Philippe, Rakotomamonjy Alain. Functional regularized least squares classification with opertaor-valued kernels. <em>International Conference on Machine Learning (ICML)<\/em>, Bellevue, WA, 2011.[ Acceptance rate: 26% ]<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/icml.cc\/Conferences\/2011\/papers\/509_icmlpaper.pdf' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{<strong>hachem<\/strong>2011functional,\n  title={Functional regularized least squares classification with opertaor-valued kernels},\n  author={<strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Asma, Rabaoui and Emmanuel, Duflos and Philippe, Preux and Alain, Rakotomamonjy},\n  booktitle={International Conference on Machine Learning (ICML)},\n  year={2011},\n  address={Bellevue, WA}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code><strong>Kadri<\/strong> <strong>Hachem<\/strong>, Duflos Emmanuel, Preux Philippe. Learning vocal tract variables with multi-task kernels. <em>IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)<\/em>, Prague, Czech Republic, 2011.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/hal.inria.fr\/hal-00826050\/file\/ICASSP2011.pdf' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{<strong>hachem<\/strong>2011learning,\n  title={Learning vocal tract variables with multi-task kernels},\n  author={<strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Emmanuel, Duflos and Philippe, Preux},\n  booktitle={IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  year={2011},\n  address={Prague, Czech Republic}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code><strong>Kadri<\/strong> <strong>Hachem<\/strong>, Preux Philippe, Duflos Emmanuel, Canu St\u00e9phane. Multiple functional regression with both discrete and continuous covariates. <em>IEEE International Workshop on Functional and Operatorial Statistics (IWFOS)<\/em>, Santander, Spain, 2011.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/arxiv.org\/pdf\/1301.2656.pdf' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{<strong>hachem<\/strong>2011multiple,\n  title={Multiple functional regression with both discrete and continuous covariates},\n  author={<strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Philippe, Preux and Emmanuel, Duflos and St\u00e9phane, Canu},\n  booktitle={IEEE International Workshop on Functional and Operatorial Statistics (IWFOS)},\n  year={2011},\n  address={Santander, Spain}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code>Rabaoui Asma, <strong>Kadri<\/strong> <strong> Hachem<\/strong>, Davy Manuel. Bayesian nonparametric methods are naturally well suited to functional data analysis. <em>NeurIPS workshop on Bayesian Nonparametrics: Hope or Hype? (NPB)<\/em>, Sierra Nevada, Spain, 2011.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{asma2011bayesian,\n  title={Bayesian nonparametric methods are naturally well suited to functional data analysis},\n  author={Asma, Rabaoui and<strong> Hachem<\/strong>, <strong>Kadri<\/strong> and Manuel, Davy},\n  booktitle={NeurIPS workshop on Bayesian Nonparametrics: Hope or Hype? (NPB)},\n  year={2011},\n  address={Sierra Nevada, Spain}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code><strong>Kadri<\/strong> <strong>Hachem<\/strong>, Preux Philippe, Duflos Emmanuel. Functional kernel ridge regression with functional responses. <em>Journ\u00e9es de statistiques (JDS)<\/em>, Tunis, Tunisie, 2011.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{<strong>hachem<\/strong>2011functional,\n  title={Functional kernel ridge regression with functional responses},\n  author={<strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Philippe, Preux and Emmanuel, Duflos},\n  booktitle={Journ\u00e9es de statistiques (JDS)},\n  year={2011},\n  address={Tunis, Tunisie}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n<h2 class=\"wp-block-heading\">2010<\/h2>\n\n\n<p style=\"text-align: justify;\"><code><strong>Kadri<\/strong> <strong>Hachem<\/strong>, Duflos Emmanuel, Preux Philippe, Canu St\u00e9phane, Davy Manuel. Nonlinear functional regression: a functional RKHS approach. <em>International Conference on Artificial Intelligence and Statistics (AISTATS)<\/em>, Sardinia, Italy, 2010.[ Oral presentation, acceptance rate: 8% ]<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/proceedings.mlr.press\/v9\/kadri10a.html' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{<strong>hachem<\/strong>2010nonlinear,\n  title={Nonlinear functional regression: a functional RKHS approach},\n  author={<strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Emmanuel, Duflos and Philippe, Preux and St\u00e9phane, Canu and Manuel, Davy},\n  booktitle={International Conference on Artificial Intelligence and Statistics (AISTATS)},\n  year={2010},\n  address={Sardinia, Italy}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code><strong>Kadri<\/strong> <strong>Hachem<\/strong>. Function-valued RKHS and applications. <em>NeurIPS Workshop on Tensors, Kernels, and Machine Learning (TKML)<\/em>, Vancouver, Canada, 2010.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{<strong>hachem<\/strong>2010function,\n  title={Function-valued RKHS and applications},\n  author={<strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  booktitle={NeurIPS Workshop on Tensors, Kernels, and Machine Learning (TKML)},\n  year={2010},\n  address={Vancouver, Canada}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code><strong>Kadri<\/strong> <strong>Hachem<\/strong>. Robust Unsupervised Speaker Segmentation for Audio Diarization. <em>S. Miron, Ed., Signal Processing. InTech<\/em>, 2010.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/hal.science\/hal-00510406\/document' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@article{<strong>hachem<\/strong>2010robust,\n  title={Robust Unsupervised Speaker Segmentation for Audio Diarization},\n  author={<strong>Hachem<\/strong>, <strong>Kadri<\/strong>},\n  journal={S. Miron, Ed., Signal Processing. InTech},\n  year={2010}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n<h2 class=\"wp-block-heading\">2008<\/h2>\n\n\n<p style=\"text-align: justify;\"><code>Rabaoui Asma, <strong>Kadri<\/strong> <strong>Hachem<\/strong>, Lachiri Zied, Ellouze Noureddine. One-Class SVMs Challenges in Audio Detection and Classification Applications. <em>EURASIP Journal on Advances in Signal Processing<\/em>, 2008.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/link.springer.com\/content\/pdf\/10.1155\/2008\/834973.pdf' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@article{asma2008one,\n  title={One-Class SVMs Challenges in Audio Detection and Classification Applications},\n  author={Asma, Rabaoui and <strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Zied, Lachiri and Noureddine, Ellouze},\n  journal={EURASIP Journal on Advances in Signal Processing},\n  year={2008}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code>Rabaoui Asma, <strong>Kadri<\/strong> <strong>Hachem<\/strong>, Ellouze Noureddine. New approaches based on one-class SVMS for impulsive sounds recognition tasks. <em>International Workshop on Machine Learning for Signal Processing (MLSP)<\/em>, Cancun, Mexico, 2008.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/ieeexplore.ieee.org\/abstract\/document\/4685494' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{asma2008new,\n  title={New approaches based on one-class SVMS for impulsive sounds recognition tasks},\n  author={Asma, Rabaoui and <strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Noureddine, Ellouze},\n  booktitle={International Workshop on Machine Learning for Signal Processing (MLSP)},\n  year={2008},\n  address={Cancun, Mexico}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code><strong>Kadri<\/strong> <strong>Hachem<\/strong>, Davy Manuel, Rabaoui Asma, Lachiri Zied, Ellouze Noureddine. Robust audio speaker segmentation using one class SVMS. <em>European Signal Processing Conference (EUSIPCO)<\/em>, Lausanne, Switzerland, 2008.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/www.eurasip.org\/Proceedings\/Eusipco\/Eusipco2008\/papers\/1569104372.pdf' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{<strong>hachem<\/strong>2008robust,\n  title={Robust audio speaker segmentation using one class SVMS},\n  author={<strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Manuel, Davy and Asma, Rabaoui and Zied, Lachiri and Noureddine, Ellouze},\n  booktitle={European Signal Processing Conference (EUSIPCO)},\n  year={2008},\n  address={Lausanne, Switzerland}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code>Rabaoui Asma, <strong>Kadri<\/strong> <strong>Hachem<\/strong>, Lachiri Zied, Ellouze Noureddine. Using robust features with multi-class SVMs to classify noisy sounds. <em>IEEE-EURASIP International Symposium on Control, Communications, and Signal Processing (ISCCSP)<\/em>, St. Julians, Malta, 2008.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/www.researchgate.net\/profile\/Zied-Lachiri-2\/publication\/4340068_Using_robust_features_with_Multi-Class_SVMs_to_classify_noisy_sounds\/links\/0fcfd505a0d1b7394c000000\/Using-robust-features-with-Multi-Class-SVMs-to-classify-noisy-sounds.pdf' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{asma2008using,\n  title={Using robust features with multi-class SVMs to classify noisy sounds},\n  author={Asma, Rabaoui and <strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Zied, Lachiri and Noureddine, Ellouze},\n  booktitle={IEEE-EURASIP International Symposium on Control, Communications, and Signal Processing (ISCCSP)},\n  year={2008},\n  address={St. Julians, Malta}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n\n\n<h2 class=\"wp-block-heading\">2007<\/h2>\n\n\n<p style=\"text-align: justify;\"><code><strong>Kadri<\/strong> <strong>Hachem<\/strong>, Lachiri Zied, Ellouze Noureddine. Speaker segmentation enhancement for meetings. <em>IEEE Fourth International Multi-Conference on Systems, Signals &amp; Devices (SSD)<\/em>, Hammamet, Tunisia, 2007.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{<strong>hachem<\/strong>2007speaker,\n  title={Speaker segmentation enhancement for meetings},\n  author={<strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Zied, Lachiri and Noureddine, Ellouze},\n  booktitle={IEEE Fourth International Multi-Conference on Systems, Signals \\&amp; Devices (SSD)},\n  year={2007},\n  address={Hammamet, Tunisia}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><code><\/code><\/p>\n\n\n<h2 class=\"wp-block-heading\">2006<\/h2>\n\n\n<p style=\"text-align: justify;\"><code><strong>Kadri<\/strong> <strong>Hachem<\/strong>, Lachiri Zied, Ellouze Noureddine. Hybrid approach for unsupervised audio speaker segmentation. <em>European Signal Processing Conference (EUSIPCO)<\/em>, Florence, Italy, 2006.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='http:\/\/www.eurasip.org\/Proceedings\/Eusipco\/Eusipco2006\/papers\/1568982234.pdf' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{<strong>hachem<\/strong>2006hybrid,\n  title={Hybrid approach for unsupervised audio speaker segmentation},\n  author={<strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Zied, Lachiri and Noureddine, Ellouze},\n  booktitle={European Signal Processing Conference (EUSIPCO)},\n  year={2006},\n  address={Florence, Italy}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code><strong>Kadri<\/strong> <strong>Hachem<\/strong>, Lachiri Zied, Ellouze Noureddine. Robustness improvement of speaker segmentation techniques based on the Bayesian information criterion. <em>IEEE International Conference on Information et Communication Technologies: From Theory To Applications (ICTTA)<\/em>,  Damascus, Syria, 2006.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/ieeexplore.ieee.org\/document\/1684567' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{<strong>hachem<\/strong>2006robustness,\n  title={Robustness improvement of speaker segmentation techniques based on the Bayesian information criterion},\n  author={<strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Zied, Lachiri and Noureddine, Ellouze},\n  booktitle={IEEE International Conference on Information et Communication Technologies: From Theory To Applications (ICTTA)},\n  year={2006},\n  address={ Damascus, Syria}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><\/p>\n<p style=\"text-align: justify;\"><code><strong>Kadri<\/strong> <strong>Hachem<\/strong>, Lachiri Zied, Ellouze Noureddine. Speaker change detection method evaluated on arabic speech corpus. <em>IEEE-EURASIP International Symposium on Control, Communications, and Signal Processing (ISCCSP)<\/em>, Marrakech, Morocco, 2006.<div class=\"wpbibtex-item\"><a href=\"javascript:void(0);\" class=\"wpbibtex-trigger\">[BibTeX]<\/a> <a href='https:\/\/www.eurasip.org\/Proceedings\/Ext\/ISCCSP2006\/defevent\/papers\/cr1226.pdf' target='_blank'>[Download PDF]<\/a> <div class=\"bibtex\"><pre><code>@inproceedings{<strong>hachem<\/strong>2006speaker,\n  title={Speaker change detection method evaluated on arabic speech corpus},\n  author={<strong>Hachem<\/strong>, <strong>Kadri<\/strong> and Zied, Lachiri and Noureddine, Ellouze},\n  booktitle={IEEE-EURASIP International Symposium on Control, Communications, and Signal Processing (ISCCSP)},\n  year={2006},\n  address={Marrakech, Morocco}\n}<\/code><\/pre><\/div> <!-- .bibtex --><\/div> <!-- .wpbibtex-item --><\/code><code><\/code><code><\/code><code><\/code><\/p>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Lists of my publications are also available at Google Scholar and HAL. I have authored over 60 publications spanning: This work also includes publicly available&#8230;<\/p>\n<div class=\"more-link-wrapper\"><a class=\"more-link\" href=\"https:\/\/hachem-kadri.pedaweb.univ-amu.fr\/wordpress\/publications\/\">Continue reading<span class=\"screen-reader-text\">Publications<\/span><\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-18","page","type-page","status-publish","hentry","entry"],"_links":{"self":[{"href":"https:\/\/hachem-kadri.pedaweb.univ-amu.fr\/wordpress\/wp-json\/wp\/v2\/pages\/18","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hachem-kadri.pedaweb.univ-amu.fr\/wordpress\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/hachem-kadri.pedaweb.univ-amu.fr\/wordpress\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/hachem-kadri.pedaweb.univ-amu.fr\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/hachem-kadri.pedaweb.univ-amu.fr\/wordpress\/wp-json\/wp\/v2\/comments?post=18"}],"version-history":[{"count":240,"href":"https:\/\/hachem-kadri.pedaweb.univ-amu.fr\/wordpress\/wp-json\/wp\/v2\/pages\/18\/revisions"}],"predecessor-version":[{"id":849,"href":"https:\/\/hachem-kadri.pedaweb.univ-amu.fr\/wordpress\/wp-json\/wp\/v2\/pages\/18\/revisions\/849"}],"wp:attachment":[{"href":"https:\/\/hachem-kadri.pedaweb.univ-amu.fr\/wordpress\/wp-json\/wp\/v2\/media?parent=18"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}