Min-max optimization without gradients: Convergence and applications to black-box evasion and poisoning attacks
- Sijia Liu
- Songtao Lu
- et al.
- 2020
- ICML 2020
Publications
77 results for Songtao Lu
Improving the sample and communication complexity for decentralized non-convex optimization: Joint gradient estimation and tracking
- Haoran Sun
- Songtao Lu
- et al.
- 2020
- ICML 2020
Distributed Learning in the Nonconvex World: From batch data to streaming and beyond
- Tsung Hui Chang
- Mingyi Hong
- et al.
- 2020
- IEEE SPM
Decentralized Stochastic Non-Convex Optimization over Weakly Connected Time-Varying Digraphs
- Songtao Lu
- Chai Wah Wu
- 2020
- ICASSP 2020
Decentralized Federated Learning for Electronic Health Records
- Songtao Lu
- Yawen Zhang
- et al.
- 2020
- CISS 2020
Nonorthogonal Multiple Access for Visible Light Communication IoT Networks
- Chun Du
- Shuai Ma
- et al.
- 2020
- Wireless Commun. Mobile Comput.
Alternating Gradient Descent Ascent for Nonconvex Min-Max Problems in Robust Learning and GANs
- Songtao Lu
- Rahul Singh
- et al.
- 2019
- ACSSC 2019