Concepedia

Wenlong Mou

WM

Statistics

Publications

13

Citations

403

H-Index

12

Active since

2017

Affiliations

University of California, Berkeley(Current)

Peking University

Shanghai Jiao Tong University

Wenlong Mou is an author at University of California, Berkeley specializing in computer science, computing, and machine learning.

Publications per year

2017–2022

13

Publications

13

Efficient Private ERM for Smooth Objectives

Jiaqi Zhang, Kai Zheng, Wenlong Mou et al. · 2017 · 98 citations · Full text

Computing, Computer Science, Algorithms +14

Generalization Bounds of SGLD for Non-convex Learning: Two Theoretical Viewpoints

Wenlong Mou, Liwei Wang, Xiyu Zhai et al. · arXiv (Cornell University) · 2017 · 55 citations · Full text

Computing, Computer Science, Machine Learning +16

Differentially Private Clustering in High-Dimensional Euclidean Spaces

Maria-Florina Balcan, Travis Dick, Yingyu Liang et al. · International Conference on Machine Learning · 2017 · 48 citations

Computing, Computer Science, Mathematics +12

High-Order Langevin Diffusion Yields an Accelerated MCMC Algorithm

Wenlong Mou, Yi-An Ma, Martin J. Wainwright et al. · arXiv (Cornell University) · 2021 · 38 citations · Full text

Engineering, High-performance Computing, Probability Theory +16

Improved bounds for discretization of Langevin diffusions: Near-optimal rates without convexity

Wenlong Mou, Nicolas Flammarion, Martin J. Wainwright et al. · Bernoulli · 2022 · 37 citations · Full text

Engineering, Computational Engineering, Optimization +14

1–5 of 13