Distributed Learning in the Nonconvex World: From batch data to streaming and beyond
- Tsung Hui Chang
- Mingyi Hong
- et al.
- 2020
- IEEE SPM
Paper
Publications
75 results for Songtao Lu
Decentralized Stochastic Non-Convex Optimization over Weakly Connected Time-Varying Digraphs
- Songtao Lu
- Chai Wah Wu
- 2020
- ICASSP 2020
Conference paperDecentralized Federated Learning for Electronic Health Records
- Songtao Lu
- Yawen Zhang
- et al.
- 2020
- CISS 2020
Conference paperNonorthogonal Multiple Access for Visible Light Communication IoT Networks
- Chun Du
- Shuai Ma
- et al.
- 2020
- Wireless Commun. Mobile Comput.
PaperAlternating Gradient Descent Ascent for Nonconvex Min-Max Problems in Robust Learning and GANs
- Songtao Lu
- Rahul Singh
- et al.
- 2019
- ACSSC 2019
Conference paper