SS_1: Robust and Distributed Learning over Networks |
| Session Type: Lecture |
| Time: Wednesday, August 31, 11:00 - 12:40 |
| Location: Adriatic |
| Session Chair: Stefan Vlaski, Imperial College London |
| SS_1.1: LEARNING WHILE RESPECTING PRIVACY AND ROBUSTNESS TO ADVERSARIAL DISTRIBUTED DATASETS |
| Alireza Sadeghi, Georgios Giannakis, University of Minnesota, United States |
| SS_1.2: UNDERSTANDING BENIGN OVERFITTING IN PERSONALIZED FEDERATED LEARNING |
| Lisha Chen, Tianyi Chen, Rensselaer Polytechnic Institute, United States |
| SS_1.3: MULTISCALE GRAPH SCATTERING TRANSFORM |
| Genjia Liu, Maosen Li, Siheng Chen, Shanghai Jiao Tong University, China |
| SS_1.4: ROBUST AND EFFICIENT AGGREGATION FOR DISTRIBUTED LEARNING |
| Stefan Vlaski, Imperial College London, United Kingdom; Christian Schroth, Michael Muma, Abdelhak Zoubir, Technische Universität Darmstadt, Germany |
| SS_1.5: DISTRIBUTED DENOISING OVER SIMPLICIAL COMPLEXES USING CHEBYSHEV POLYNOMIAL APPROXIMATION |
| Sai Kiran Kadambari, Robin Francis, Sundeep Prabhakar Chepuri, Indian Institute of Science, Bangalore, India |