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20162026
most citedAn Analysis of Constant Step Size SGD in the Non-convex Regime: Asymptotic Normality and Bias

14 citations · 18 across the 10 of their papers we have counts for

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Showing 2024Show all

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stat.ML2024

Randomized Midpoint Method for Log-Concave Sampling under Constraints

Yifeng Yu, Shijie Zhang, Lu Yu

In this paper, we study the problem of sampling from log-concave distributions supported on convex and compact sets, with a particular focus on the randomized midpoint discretizati…

math.ST2024

Parallelized Midpoint Randomization for Langevin Monte Carlo

Lu Yu, Arnak Dalalyan

We study the problem of sampling from a target probability density function in frameworks where parallel evaluations of the log-density gradient are feasible. Focusing on smooth an…