Guillaume Wang
4 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(10)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (2)
AISTATS (1)
COLT (1)
Top co-authors
Keywords
zero-sum game
(2)
convex optimization
(1)
nash equilibrium
(1)
bilevel optimization
(1)
convergence rate
(1)
mixed strategy
(1)
entropy regularization
(1)
wasserstein space
(1)
benign overfitting
(1)
prediction error
(1)
stochastic method
(1)
asymptotic consistency
(1)
gradient method
(1)
mean-field theory
(1)
sparse ground truth
(1)
min-max game
(1)
mean-field langevin dynamics
(1)
signed measure
(1)
minimum l1-norm interpolation
(1)
stochastic gradient descent
(1)
Papers
Mean-Field Langevin Dynamics for Signed Measures via a Bilevel Approach
NIPS 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
NIPS 2023
Tight bounds for minimum $\ell_1$-norm interpolation of noisy data
AISTATS 2022