C-4: Federated and Nested Learning (invited) |
| Session Type: Virtual |
| Time: Monday, October 31, 11:00 - 12:00 |
| Location: Virtual C |
| Virtual Session: Attend on Virtual Platform |
| C-4.1: Assisted Learning for Organizations with Limited Data |
| Yi Zhou; University of Utah |
| Cheng Chen; University of Utah |
| Jiaying Zhou; University of Minnesota |
| Jie Ding; University of Minnesota |
| C-4.2: Efficiently Escaping Saddle Points in Bilevel Optimization |
| Minhui Huang; University of California, Davis |
| Shiqian Ma; University of California, Davis |
| Lifeng Lai; University of California, Davis |
| C-4.3: Understanding Benign Overfitting in Personalized Federated Learning |
| Lisha Chen; Rensselaer Polytechnic Institute |
| Tianyi Chen; Rensselaer Polytechnic Institute |
| C-4.4: Stochastic Sign SGD Can Simultaneously Tolerate Byzantine and Guarantee Privacy |
| Ming Xiang; Northeastern University |
| Lili Su; Northeastern University |