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Gradient Masked Averaging for Federated Learning



Irene Tenison , Sai Aravind Sreeramadas , Vaikkunth Mugunthan , Edouard Oyallon , Eugene Belilovsky , Irina Rish


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Deep Reinforcement Learning for L3 Slice Localization in Sarcopenia Assessment



Othmane Laousy , Guillaume Chassagnon , Edouard Oyallon , Nikos Paragios , Marie-Pierre Revel , Maria Vakalopoulou


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Decoupled Greedy Learning of CNNs for Synchronous and Asynchronous Distributed Learning



Eugene Belilovsky , Louis Leconte , Lucas Caccia , Michael Eickenberg , Edouard Oyallon

* arXiv admin note: substantial text overlap with arXiv:1901.08164 

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Interferometric Graph Transform for Community Labeling



Nathan Grinsztajn , Louis Leconte , Philippe Preux , Edouard Oyallon


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Low-Rank Projections of GCNs Laplacian



Nathan Grinsztajn , Philippe Preux , Edouard Oyallon

* ICLR 2021 Workshop GTRL, 2021, Online, France 

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The Unreasonable Effectiveness of Patches in Deep Convolutional Kernels Methods



Louis Thiry , Michael Arbel , Eugene Belilovsky , Edouard Oyallon

* International Conference on Learning Representation (ICLR 2021), 2021, Vienna (online), Austria 

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Interferometric Graph Transform: a Deep Unsupervised Graph Representation



Edouard Oyallon

* International Conference on Machine Learning (ICML), 2020, Online, Austria 

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Decoupled Greedy Learning of CNNs



Eugene Belilovsky , Michael Eickenberg , Edouard Oyallon

* 14 pages 

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Greedy Layerwise Learning Can Scale to ImageNet



Eugene Belilovsky , Michael Eickenberg , Edouard Oyallon


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