Shunshi Zhang
5 papers · 2020–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (5) πΊοΈ Taxonomy Completionist (10)
π
Keyword Champion
(3)
Conferences
COLT (3)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
langevin monte carlo
(3)
poincare inequality
(3)
markov chain monte carlo
(3)
log-sobolev inequality
(2)
strong convexity
(1)
convergence rate
(1)
chi-squared divergence
(1)
logarithmic sobolev constant
(1)
potential function
(1)
non log concave sampling
(1)
underdamped langevin monte carlo
(1)
renyi discretization
(1)
unnormalized density sampling
(1)
fisher information
(1)
renyi divergence
(1)
stochastic process
(1)
Papers
Improved Discretization Analysis for Underdamped Langevin Monte Carlo
COLT 2023
Convergence of Langevin Monte Carlo in Chi-Squared and RΓ©nyi Divergence
AISTATS 2022
Analysis of Langevin Monte Carlo from Poincare to Log-Sobolev
COLT 2022
Towards a Theory of Non-Log-Concave Sampling:First-Order Stationarity Guarantees for Langevin Monte Carlo
COLT 2022
One-Shot Pruning of Recurrent Neural Networks by Jacobian Spectrum Evaluation
ICLR 2020