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Extra-gradient with player sampling for provable fast convergence in n-player games


May 29, 2019
Samy Jelassi, Carles Domingo Enrich, Damien Scieur, Arthur Mensch, Joan Bruna

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On the Expressive Power of Deep Polynomial Neural Networks


May 29, 2019
Joe Kileel, Matthew Trager, Joan Bruna

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On the Expected Dynamics of Nonlinear TD Learning


May 29, 2019
David Brandfonbrener, Joan Bruna

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Stability Properties of Graph Neural Networks


May 11, 2019
Fernando Gama, Joan Bruna, Alejandro Ribeiro

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Advancing GraphSAGE with A Data-Driven Node Sampling


Apr 29, 2019
Jihun Oh, Kyunghyun Cho, Joan Bruna

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* 6 pages, 2 tables, ICLR 2019 workshop on Representation Learning on Graphs and Manifolds 

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Global convergence of neuron birth-death dynamics


Mar 27, 2019
Grant Rotskoff, Samy Jelassi, Joan Bruna, Eric Vanden-Eijnden

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Kymatio: Scattering Transforms in Python


Dec 28, 2018
Mathieu Andreux, Tomás Angles, Georgios Exarchakis, Roberto Leonarduzzi, Gaspar Rochette, Louis Thiry, John Zarka, Stéphane Mallat, Joakim Andén, Eugene Belilovsky, Joan Bruna, Vincent Lostanlen, Matthew J. Hirn, Edouard Oyallon, Sixhin Zhang, Carmine Cella, Michael Eickenberg

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Deep Geometric Prior for Surface Reconstruction


Nov 27, 2018
Francis Williams, Teseo Schneider, Claudio Silva, Denis Zorin, Joan Bruna, Daniele Panozzo

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Supervised Community Detection with Line Graph Neural Networks


Oct 25, 2018
Zhengdao Chen, Xiang Li, Joan Bruna

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