Scikit-MultimodalLearn
A Python library for multimodal supervised learning, licensed under Free BSD, and compatible with the well-known scikit-learn toolbox. JMLR 2022.
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Quantum Perceptron
Computational-statistical tradeoffs of quantum perceptron models. UAI 2022.
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Leverage Score Sampling for the Nyström Method
A divide-and-conquer algorithm to approximate leverage scores. ICASSP 2022.
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Sparse Optimization via the Product of Sparse Matrices
Compressing deep neural networks. IJCNN 2021.
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QuicK-means: clustering with learned fast transforms. MLJ 2021.
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Partial Trace Regression
Matrix-to-matrix regression. ICML 2020.
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Entangled Kernels
A new class of operator-valued kernels and entangled kernel learning. IJCAI 2019.
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