Wenlong Mou
Title
Cited by
Cited by
Year
Generalization bounds of sgld for non-convex learning: Two theoretical viewpoints
W Mou, L Wang, X Zhai, K Zheng
Conference on Learning Theory, 605-638, 2018
412018
Efficient private ERM for smooth objectives
J Zhang, K Zheng, W Mou, L Wang
arXiv preprint arXiv:1703.09947, 2017
392017
Differentially private clustering in high-dimensional euclidean spaces
MF Balcan, T Dick, Y Liang, W Mou, H Zhang
International Conference on Machine Learning, 322-331, 2017
222017
Collect at once, use effectively: Making non-interactive locally private learning possible
K Zheng, W Mou, L Wang
arXiv preprint arXiv:1706.03316, 2017
172017
Dropout training, data-dependent regularization, and generalization bounds
W Mou, Y Zhou, J Gao, L Wang
International Conference on Machine Learning, 3645-3653, 2018
92018
High-order Langevin diffusion yields an accelerated MCMC algorithm
W Mou, YA Ma, MJ Wainwright, PL Bartlett, MI Jordan
arXiv preprint arXiv:1908.10859, 2019
62019
An efficient sampling algorithm for non-smooth composite potentials
W Mou, N Flammarion, MJ Wainwright, PL Bartlett
arXiv preprint arXiv:1910.00551, 2019
42019
On linear stochastic approximation: Fine-grained Polyak-Ruppert and non-asymptotic concentration
W Mou, CJ Li, MJ Wainwright, PL Bartlett, MI Jordan
arXiv preprint arXiv:2004.04719, 2020
22020
Improved bounds for discretization of langevin diffusions: Near-optimal rates without convexity
W Mou, N Flammarion, MJ Wainwright, PL Bartlett
arXiv preprint arXiv:1907.11331, 2019
22019
A refined analysis of lsh for well-dispersed data points
W Mou, L Wang
2017 Proceedings of the Fourteenth Workshop on Analytic Algorithmics and …, 2017
22017
Stable memory allocation in the hippocampus: Fundamental limits and neural realization
W Mou, Z Wang, L Wang
arXiv preprint arXiv:1612.04659, 2016
22016
The impact of local oscillator frequency jitter and laser linewidth to ultra high baud rate coherent systems
R Zhang, WJ Jiang, K Kuzmin, Y Weng, W Mou, GK Chang, WI Way
Journal of Lightwave Technology 38 (6), 1138-1147, 2019
12019
Rate Redundancy and Entropy Allocation for PAS-OFDM based Mobile Fronthaul
R Zhang, YW Chen, W Mou, GK Chang
Journal of Lightwave Technology, 2020
2020
Sampling for Bayesian Mixture Models: MCMC with Polynomial-Time Mixing
W Mou, N Ho, MJ Wainwright, PL Bartlett, MI Jordan
arXiv preprint arXiv:1912.05153, 2019
2019
A Diffusion Process Perspective on Posterior Contraction Rates for Parameters
W Mou, N Ho, MJ Wainwright, P Bartlett, MI Jordan
arXiv preprint arXiv:1909.00966, 2019
2019
Supplementary Material of Differentially Private Clustering in High-Dimensional Euclidean Spaces
MF Balcan, T Dick, Y Liang, W Mou, H Zhang
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Articles 1–16