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Simon Lacoste-Julien

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A Tight and Unified Analysis of Extragradient for a Whole Spectrum of Differentiable Games

Jun 24, 2019
Waïss Azizian, Ioannis Mitliagkas, Simon Lacoste-Julien, Gauthier Gidel

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GEAR: Geometry-Aware Rényi Information

Jun 19, 2019
Jose Gallego, Ankit Vani, Max Schwarzer, Simon Lacoste-Julien

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A Closer Look at the Optimization Landscapes of Generative Adversarial Networks

Jun 11, 2019
Hugo Berard, Gauthier Gidel, Amjad Almahairi, Pascal Vincent, Simon Lacoste-Julien

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Gradient-Based Neural DAG Learning

Jun 05, 2019
Sébastien Lachapelle, Philippe Brouillard, Tristan Deleu, Simon Lacoste-Julien

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Painless Stochastic Gradient: Interpolation, Line-Search, and Convergence Rates

May 24, 2019
Sharan Vaswani, Aaron Mishkin, Issam Laradji, Mark Schmidt, Gauthier Gidel, Simon Lacoste-Julien

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Implicit Regularization of Discrete Gradient Dynamics in Deep Linear Neural Networks

Apr 30, 2019
Gauthier Gidel, Francis Bach, Simon Lacoste-Julien

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Reducing Noise in GAN Training with Variance Reduced Extragradient

Apr 18, 2019
Tatjana Chavdarova, Gauthier Gidel, François Fleuret, Simon Lacoste-Julien

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Centroid Networks for Few-Shot Clustering and Unsupervised Few-Shot Classification

Feb 22, 2019
Gabriel Huang, Hugo Larochelle, Simon Lacoste-Julien

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Predicting Tactical Solutions to Operational Planning Problems under Imperfect Information

Jan 22, 2019
Eric Larsen, Sébastien Lachapelle, Yoshua Bengio, Emma Frejinger, Simon Lacoste-Julien, Andrea Lodi

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