Thibaut Le Gouic
7 papers · 2020–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
log-concave distribution
(3)
optimal transport
(3)
markov chain monte carlo
(3)
query complexity
(2)
rejection sampling
(2)
wasserstein distance
(2)
low-rank matrix recovery
(1)
sublinear time
(1)
matrix recovery
(1)
probability measure
(1)
condition number
(1)
mixing time
(1)
discrete distribution
(1)
gradient flow
(1)
wasserstein space
(1)
lower bound
(1)
first-order method
(1)
variational formulation
(1)
chi-squared divergence
(1)
stein variational gradient descent
(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
Fast and Smooth Interpolation on Wasserstein Space
AISTATS 2021
Optimal dimension dependence of the Metropolis-Adjusted Langevin Algorithm
COLT 2021
Exponential ergodicity of mirror-Langevin diffusions
NeurIPS 2020
SVGD as a kernelized Wasserstein gradient flow of the chi-squared divergence
NeurIPS 2020