← Authors

Hugo Berard

10 papers · 2019–2025 · 4 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (11) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (6) 🐣 Hot Topic Early Bird 👑 Triple Crown 💎 Century Club (10) 🔥 Unstoppable (5)

Conferences

ICLR (3) ICML (3) AISTATS (2) NIPS (2)

Top co-authors

Gauthier Gidel (6) Simon Lacoste-Julien (6) Pascal Vincent (5) Nicolas Loizou (4) Eduard Gorbunov (2) Ioannis Mitliagkas (2) Rashid Mushkani (2) Joey Bose (2) Allison Cohen (2) Shin Koseki (2)

Keywords

variational inequality (3) convergence rate (2) min-max optimization (2) convergence analysis (2) smooth game (2) stochastic optimization (2) importance sampling (1) variance reduction (1) consensus optimization (1) black-box attack (1) extragradient method (1) last-iterate convergence (1) adversarial example (1) stochastic method (1) bilinear game (1) stochastic extragradient (1) mini-batch sampling (1) min-max game (1) hamiltonian method (1) stochastic gradient descent-ascent (1)

Papers

LIVS: A Pluralistic Alignment Dataset for Inclusive Public Spaces ICML 2025
Position: The Right to AI ICML 2025
Stochastic Gradient Descent-Ascent: Unified Theory and New Efficient Methods AISTATS 2023
Online Adversarial Attacks ICLR 2022
Stochastic Extragradient: General Analysis and Improved Rates AISTATS 2022
Stochastic Gradient Descent-Ascent and Consensus Optimization for Smooth Games: Convergence Analysis under Expected Co-coercivity NIPS 2021
A Closer Look at the Optimization Landscapes of Generative Adversarial Networks ICLR 2020
Adversarial Example Games NIPS 2020
Stochastic Hamiltonian Gradient Methods for Smooth Games ICML 2020
A Variational Inequality Perspective on Generative Adversarial Networks ICLR 2019