Decentralized Min-Max Optimization: Formulations, Algorithms and Applications in Network Poisoning Attack
- Ioannis Tsaknakis
- Mingyi Hong
- et al.
- 2020
- ICASSP 2020
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16 results for Mingyi Hong
Alternating Gradient Descent Ascent for Nonconvex Min-Max Problems in Robust Learning and GANs
- Songtao Lu
- Rahul Singh
- et al.
- 2019
- ACSSC 2019
Topology attack and defense for graph neural networks: An optimization perspective
- Kaidi Xu
- Hongge Chen
- et al.
- 2019
- IJCAI 2019
Linearized ADMM Converges to Second-Order Stationary Points for Non-Convex Problems
- Songtao Lu
- Jason Lee
- et al.
- 2021
- IEEE TSP
Nonconvex Min-Max Optimization: Applications, Challenges, and Recent Theoretical Advances
- Meisam Razaviyayn
- Tianjian Huang
- et al.
- 2020
- IEEE SPM
Distributed Learning in the Nonconvex World: From batch data to streaming and beyond
- Tsung Hui Chang
- Mingyi Hong
- et al.
- 2020
- IEEE SPM