Hugo Berard
10 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (11) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (6)
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Hot Topic Early Bird
👑
Triple Crown
💎
Century Club
(10)
🔥
Unstoppable
(5)
Conferences
ICLR (3)
ICML (3)
AISTATS (2)
NIPS (2)
Top co-authors
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