WE2-4: Distributed Coding and Optimization |
| Session Type: Virtual |
| Time: Wednesday, November 4, 13:00 - 14:20 |
| Virtual Session: View on Virtual Platform |
| Location: Room 4 |
| Session Chair: Gauri Joshi, Carnegie Mellon University |
| WE2-4-1: Robust Class Parallelism - Error Resilient Parallel Inference with Low Communication Cost |
| Yaoqing Yang; UC Berkeley |
| Jichan Chung; UC Berkeley |
| Guanhua Wang; UC Berkeley |
| Vipul Gupta; UC Berkeley |
| Adarsh Karnati; UC Berkeley |
| Kenan Jiang; UC Berkeley |
| Ion Stoica; UC Berkeley |
| Joseph Gonzalez; UC Berkeley |
| Kannan Ramchandran; UC Berkeley |
| WE2-4-2: vqSGD: Vector Quantized Stochastic Gradient Descent |
| Venkata Gandikota; University of Massachusetts Amherst |
| Daniel Kane; University of California San Diego |
| Raj Kumar Maity; University of Massachusetts Amherst |
| Arya Mazumdar; University of Massachusetts Amherst |
| WE2-4-3: Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning |
| Yae Jee Cho; Carnegie Mellon University |
| Samarth Gupta; Carnegie Mellon University |
| Gauri Joshi; Carnegie Mellon University |
| Osman Yağan; Carnegie Mellon University |
| WE2-4-4: Attack of the Tails: Yes, You Really Can Backdoor Federated Learning |
| Hongyi Wang; University of Wisconsin-Madison |
| Kartik Sreenivasan; University of Wisconsin-Madison |
| Harit Vishwakarma; University of Wisconsin-Madison |
| Jy-yong Sohn; KAIST |
| Shashank Rajput; University of Wisconsin-Madison |
| Saurabh Agarwal; University of Wisconsin-Madison |
| Kangwook Lee; University of Wisconsin-Madison |
| Dimitris Papailiopoulos; University of Wisconsin-Madison |