Tim Tsz-Kit Lau

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Monte Carlo Methods

Microscopy Imaging

Multivariate Gaussian

Top Venues

J. Math. Imaging Vis.

Publications

Tim Tsz-Kit Lau, Han Liu, Mladen Kolar
AdAdaGrad: Adaptive Batch Size Schemes for Adaptive Gradient Methods. CoRR (2024)
Tim Tsz-Kit Lau, Weijian Li, Chenwei Xu, Han Liu, Mladen Kolar
Communication-Efficient Adaptive Batch Size Strategies for Distributed Local Gradient Methods. CoRR (2024)
Tim Tsz-Kit Lau, Han Liu, Thomas Pock
Non-Log-Concave and Nonsmooth Sampling via Langevin Monte Carlo Algorithms. CoRR (2023)
Tim Tsz-Kit Lau, Han Liu
Bregman Proximal Langevin Monte Carlo via Bregman-Moreau Envelopes. ICML (2022)
Tim Tsz-Kit Lau, Han Liu
Wasserstein Distributionally Robust Optimization via Wasserstein Barycenters. CoRR (2022)
Tim Tsz-Kit Lau, Biswa Sengupta
The Multi-Agent Pickup and Delivery Problem: MAPF, MARL and Its Warehouse Applications. CoRR (2022)
Tim Tsz-Kit Lau, Han Liu
Bregman Proximal Langevin Monte Carlo via Bregman-Moreau Envelopes. CoRR (2022)
Émilie Chouzenoux, Tim Tsz-Kit Lau, Claire Lefort, Jean-Christophe Pesquet
Optimal Multivariate Gaussian Fitting with Applications to PSF Modeling in Two-Photon Microscopy Imaging. J. Math. Imaging Vis. 61 (7) (2019)
Jinshan Zeng, Tim Tsz-Kit Lau, Shaobo Lin, Yuan Yao
Global Convergence of Block Coordinate Descent in Deep Learning. ICML (2019)
Jinshan Zeng, Tim Tsz-Kit Lau, Shaobo Lin, Yuan Yao
Block Coordinate Descent for Deep Learning: Unified Convergence Guarantees. CoRR (2018)
Tim Tsz-Kit Lau, Jinshan Zeng, Baoyuan Wu, Yuan Yao
A Proximal Block Coordinate Descent Algorithm for Deep Neural Network Training. ICLR (Workshop) (2018)
Tim Tsz-Kit Lau, Jinshan Zeng, Baoyuan Wu, Yuan Yao
A Proximal Block Coordinate Descent Algorithm for Deep Neural Network Training. CoRR (2018)
Tim Tsz-Kit Lau, Émilie Chouzenoux, Claire Lefort, Jean-Christophe Pesquet
Optimal multivariate Gaussian fitting for PSF modeling in two-photon microscopy. ISBI (2018)