Hugo Berard

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 18

Top Topics

Generative Model

Coalitional Games

Optimization Strategies

Lipschitz Continuity

Top Venues

Publications

Aleksandr Beznosikov, Eduard Gorbunov, Hugo Berard, Nicolas Loizou
Stochastic Gradient Descent-Ascent: Unified Theory and New Efficient Methods. AISTATS (2023)
Aleksandr Beznosikov, Eduard Gorbunov, Hugo Berard, Nicolas Loizou
Stochastic Gradient Descent-Ascent: Unified Theory and New Efficient Methods. CoRR (2022)
Eduard Gorbunov, Hugo Berard, Gauthier Gidel, Nicolas Loizou
Stochastic Extragradient: General Analysis and Improved Rates. AISTATS (2022)
Andjela Mladenovic, Avishek Joey Bose, Hugo Berard, William L. Hamilton, Simon Lacoste-Julien, Pascal Vincent, Gauthier Gidel
Online Adversarial Attacks. ICLR (2022)
Nicolas Loizou, Hugo Berard, Gauthier Gidel, Ioannis Mitliagkas, Simon Lacoste-Julien
Stochastic Gradient Descent-Ascent and Consensus Optimization for Smooth Games: Convergence Analysis under Expected Co-coercivity. NeurIPS (2021)
Andjela Mladenovic, Avishek Joey Bose, Hugo Berard, William L. Hamilton, Simon Lacoste-Julien, Pascal Vincent, Gauthier Gidel
Online Adversarial Attacks. CoRR (2021)
Nicolas Loizou, Hugo Berard, Gauthier Gidel, Ioannis Mitliagkas, Simon Lacoste-Julien
Stochastic Gradient Descent-Ascent and Consensus Optimization for Smooth Games: Convergence Analysis under Expected Co-coercivity. CoRR (2021)
Eduard Gorbunov, Hugo Berard, Gauthier Gidel, Nicolas Loizou
Stochastic Extragradient: General Analysis and Improved Rates. CoRR (2021)
Nicolas Loizou, Hugo Berard, Alexia Jolicoeur-Martineau, Pascal Vincent, Simon Lacoste-Julien, Ioannis Mitliagkas
Stochastic Hamiltonian Gradient Methods for Smooth Games. ICML (2020)
Hugo Berard, Gauthier Gidel, Amjad Almahairi, Pascal Vincent, Simon Lacoste-Julien
A Closer Look at the Optimization Landscapes of Generative Adversarial Networks. ICLR (2020)
Avishek Joey Bose, Gauthier Gidel, Hugo Berard, Andre Cianflone, Pascal Vincent, Simon Lacoste-Julien, William L. Hamilton
Adversarial Example Games. NeurIPS (2020)
Nicolas Loizou, Hugo Berard, Alexia Jolicoeur-Martineau, Pascal Vincent, Simon Lacoste-Julien, Ioannis Mitliagkas
Stochastic Hamiltonian Gradient Methods for Smooth Games. CoRR (2020)
Avishek Joey Bose, Gauthier Gidel, Hugo Berard, Andre Cianflone, Pascal Vincent, Simon Lacoste-Julien, William L. Hamilton
Adversarial Example Games. CoRR (2020)
Gauthier Gidel, Hugo Berard, Gaëtan Vignoud, Pascal Vincent, Simon Lacoste-Julien
A Variational Inequality Perspective on Generative Adversarial Networks. ICLR (Poster) (2019)
Hugo Berard, Gauthier Gidel, Amjad Almahairi, Pascal Vincent, Simon Lacoste-Julien
A Closer Look at the Optimization Landscapes of Generative Adversarial Networks. CoRR (2019)
Gabriel Huang, Hugo Berard, Ahmed Touati, Gauthier Gidel, Pascal Vincent, Simon Lacoste-Julien
Parametric Adversarial Divergences are Good Task Losses for Generative Modeling. ICLR (Workshop) (2018)
Gauthier Gidel, Hugo Berard, Pascal Vincent, Simon Lacoste-Julien
A Variational Inequality Perspective on Generative Adversarial Nets. CoRR (2018)
Gabriel Huang, Gauthier Gidel, Hugo Berard, Ahmed Touati, Simon Lacoste-Julien
Adversarial Divergences are Good Task Losses for Generative Modeling. CoRR (2017)