Thibaut Le Gouic
7 papers · 2020–2023 · 3 conferences · across top CS/AI conferences
Achievements
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Hot Topic Early Bird
Conferences
AISTATS (3)
COLT (2)
NIPS (2)
Top co-authors
Keywords
optimal transport
(3)
log-concave distribution
(3)
markov chain monte carlo
(3)
rejection sampling
(2)
query complexity
(2)
wasserstein distance
(2)
low-rank matrix recovery
(1)
sublinear time
(1)
matrix recovery
(1)
probability measure
(1)
mixing time
(1)
discrete distribution
(1)
gradient flow
(1)
wasserstein space
(1)
first-order method
(1)
variational formulation
(1)
chi-squared divergence
(1)
stein variational gradient descent
(1)
minimax framework
(1)
adversarial bandit
(1)
Papers
Bures-Wasserstein Barycenters and Low-Rank Matrix Recovery
AISTATS 2023
Rejection sampling from shape-constrained distributions in sublinear time
AISTATS 2022
The query complexity of sampling from strongly log-concave distributions in one dimension
COLT 2022
Optimal dimension dependence of the Metropolis-Adjusted Langevin Algorithm
COLT 2021
Fast and Smooth Interpolation on Wasserstein Space
AISTATS 2021
SVGD as a kernelized Wasserstein gradient flow of the chi-squared divergence
NIPS 2020
Exponential ergodicity of mirror-Langevin diffusions
NIPS 2020