{"id":20,"date":"2023-04-02T21:30:18","date_gmt":"2023-04-02T19:30:18","guid":{"rendered":"https:\/\/hachem-kadri.pedaweb.univ-amu.fr\/wordpress\/?page_id=20"},"modified":"2025-12-26T18:13:43","modified_gmt":"2025-12-26T17:13:43","slug":"teaching","status":"publish","type":"page","link":"https:\/\/hachem-kadri.pedaweb.univ-amu.fr\/wordpress\/teaching\/","title":{"rendered":"Teaching and Supervision"},"content":{"rendered":"<p style=\"text-align: justify;\">I am actively involved in both teaching and supervision of <em>graduate <\/em>and<em> undergraduate<\/em> students. I am teaching since 2012 at Aix-Marseille University (AMU) courses on:<\/p>\n<ul>\n<li style=\"text-align: justify;\">Algorithms and data structures<\/li>\n<li style=\"text-align: justify;\">Machine learning<\/li>\n<li style=\"text-align: justify;\">Data science<\/li>\n<li>Quantum computing<\/li>\n<li>Quantum machine learning<\/li>\n<\/ul>\n<div class=\"page\" title=\"Page 11\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<p>I coordinated the L1 in 2 years Descartes program dedicated to increase the success of first-year students of the Faculty of Sciences at AMU (mathematics, computer science, physics and mechanics).<\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>I strongly contributed to the development and implementation of the master\u2019s programme \u201c<a href=\"https:\/\/iaaa.lis-lab.fr\">Artifical Intelligence and Machine Learning<\/a>\u201d that was launched by the department of Computer Science at AMU in 2018.<\/p>\n<p>I have co-supervised 6 Ph.D. students and I am currently supervising 4 doctoral students on research topics related to quantum machine learning and deep learning.<\/p>\n\n\n<h2 class=\"wp-block-heading\">Courses Taught<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Doctoral courses<\/strong>\n<ul class=\"wp-block-list\">\n<li>Quantum Machine Learning : Basics and Principles<\/li>\n\n\n\n<li>Artificial Intelligence: from Machine Learning to Data Science<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Undergraduate courses<\/strong>\n<ul class=\"wp-block-list\">\n<li>Introduction to Data Science<\/li>\n\n\n\n<li>Advanced Data Science<\/li>\n\n\n\n<li>Machine Learning Basics<\/li>\n\n\n\n<li>Foundations of Machine Learning<\/li>\n\n\n\n<li>Mathematics for Artificial Intelligence<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Graduate courses<\/strong>\n<ul class=\"wp-block-list\">\n<li>Algorithms and Data Structures<\/li>\n\n\n\n<li>Advanced Data Structures<\/li>\n\n\n\n<li>Introduction to Programming with Python<\/li>\n\n\n\n<li>C Programming<\/li>\n\n\n\n<li>Project in Computer Science<\/li>\n\n\n\n<li>Digital Signal Processing<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Ph.D. Student Advising<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Tung Lam Nguyen Le (2024 -)\n<ul class=\"wp-block-list\">\n<li>Topic: <em>Fair multimodal learning<\/em><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<ul id=\"block-19f7245e-7c44-4441-bf6d-d65923c9be36\" class=\"wp-block-list\">\n<li>Joachim Tomasi (2023 -)\n<ul class=\"wp-block-list\">\n<li>Topic: <em>Quantum machine learning<\/em><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Xiaoyu Sun (2022 -)\n<ul class=\"wp-block-list\">\n<li>Topic: <em>Noisy quantum computation<\/em><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kais Hariz (2020-2024)\n<ul class=\"wp-block-list\">\n<li>Topic: <em>Implicit regularization in deep learning<\/em><\/li>\n\n\n\n<li>Current position: <em>Assitant Professor at Artois University<\/em><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Balthazar Casal\u00e9 (2019-2023)\n<ul class=\"wp-block-list\">\n<li>Dissertation: <em>Machine learning for quantum bandits and quantum entanglement detection<\/em><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/pageperso.lis-lab.fr\/luc.giffon\">Luc Giffon<\/a> (2017-2020)\n<ul class=\"wp-block-list\">\n<li>Dissertation: <em>Sparse approximations and kernel methods for learning compressed models<\/em><\/li>\n\n\n\n<li>Current position: <em>Post-doctoral researcher (INRIA)<\/em><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"http:\/\/riikkahuusari.com\">Riikka Huusari<\/a> (2016-2019)\n<ul class=\"wp-block-list\">\n<li>Dissertation: <em>Kernel learning for structured data: A study on learning operator- and scalar-valued kernels for multi-view and multi-task learning problems<\/em><\/li>\n\n\n\n<li>Current position: <em>Post-doctoral researcher (Aalto University, Finland)<\/em><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www-labs.iro.umontreal.ca\/~grabus\">Guillaume Rabusseau<\/a> (2013-2016)\n<ul class=\"wp-block-list\">\n<li>Dissertation: <em>A tensor perspective on weighted automata, low-rank regression and algebraic mixtures<\/em><\/li>\n\n\n\n<li>Current position: <em>Assistant Professor at Mila and DIRO from Unive<\/em>rsit\u00e9 de Montr\u00e9al<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>I am actively involved in both teaching and supervision of graduate and undergraduate students. I am teaching since 2012 at Aix-Marseille University (AMU) courses on:&#8230;<\/p>\n<div class=\"more-link-wrapper\"><a class=\"more-link\" href=\"https:\/\/hachem-kadri.pedaweb.univ-amu.fr\/wordpress\/teaching\/\">Continue reading<span class=\"screen-reader-text\">Teaching and Supervision<\/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-20","page","type-page","status-publish","hentry","entry"],"_links":{"self":[{"href":"https:\/\/hachem-kadri.pedaweb.univ-amu.fr\/wordpress\/wp-json\/wp\/v2\/pages\/20","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=20"}],"version-history":[{"count":40,"href":"https:\/\/hachem-kadri.pedaweb.univ-amu.fr\/wordpress\/wp-json\/wp\/v2\/pages\/20\/revisions"}],"predecessor-version":[{"id":809,"href":"https:\/\/hachem-kadri.pedaweb.univ-amu.fr\/wordpress\/wp-json\/wp\/v2\/pages\/20\/revisions\/809"}],"wp:attachment":[{"href":"https:\/\/hachem-kadri.pedaweb.univ-amu.fr\/wordpress\/wp-json\/wp\/v2\/media?parent=20"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}