Gauthier Gidel

Publications

A Closer Look at the Optimization Landscapes of Generative Adversarial Networks. Hugo Berard, Gauthier Gidel, Amjad Almahairi, Pascal Vincent, Simon Lcoste-Julien. At International Conference on Learning Representations (ICLR), 2020.

Painless Stochastic Gradient: Interpolation, Line-Search, and Convergence Rates. Sharan Vaswani, Aaron Mishkin, Issam H. Laradji, Mark Schmidt, Gauthier Gidel, Simon Lcoste-Julien. At Conference on Neural Information Processing Systems (NeurIPS), 2019.

Reducing Noise in GAN Training with Variance Reduced Extragradient. Tatjana Chavdarova, Gauthier Gidel, François Fleuret, Simon Lcoste-Julien. At Conference on Neural Information Processing Systems (NeurIPS), 2019.