Guillaume Wang
5 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Keywords
zero-sum game
(3)
nash equilibrium
(3)
mean-field langevin dynamics
(2)
entropy regularization
(2)
convergence rate
(1)
mixed strategy
(1)
quantal response equilibrium
(1)
wasserstein space
(1)
benign overfitting
(1)
prediction error
(1)
concentration bound
(1)
stochastic method
(1)
asymptotic consistency
(1)
gradient method
(1)
wasserstein gradient flow
(1)
continuous game
(1)
sparse ground truth
(1)
min-max game
(1)
signed measure
(1)
minimum l1-norm interpolation
(1)
Papers
Tight rates of approximation of mixed Nash equilibria by entropy regularization in continuous games
UAI 2026
Mean-Field Langevin Dynamics for Signed Measures via a Bilevel Approach
NeurIPS 2024
Open problem: Convergence of single-timescale mean-field Langevin descent-ascent for two-player zero-sum games
COLT 2024
Local Convergence of Gradient Methods for Min-Max Games: Partial Curvature Generically Suffices
NeurIPS 2023
Tight bounds for minimum ℓ_1-norm interpolation of noisy data
AISTATS 2022