Distributed Adversarial Training to Robustify Deep Neural Networks at Scale
- Gaoyuan Zhang
- Songtao Lu
- et al.
- 2022
- UAI 2022
Conference paper
Publications
6 results for Xiangyi Chen
Min-max optimization without gradients: Convergence and applications to black-box evasion and poisoning attacks
- Sijia Liu
- Songtao Lu
- et al.
- 2020
- ICML 2020
Conference paperZO-AdaMM: Zeroth-order adaptive momentum method for black-box optimization
- Xiangyi Chen
- Sijia Liu
- et al.
- 2019
- NeurIPS 2019
Conference paperAlternating Gradient Descent Ascent for Nonconvex Min-Max Problems in Robust Learning and GANs
- Songtao Lu
- Rahul Singh
- et al.
- 2019
- ACSSC 2019
Conference paperOn the convergence of a class of Adam-type algorithms for non-convex optimization
- Xiangyi Chen
- Sijia Liu
- et al.
- 2019
- ICLR 2019
Conference paperSignsGD via zeroth-order oracle
- Sijia Liu
- Pin-Yu Chen
- et al.
- 2019
- ICLR 2019
Conference paper