G.1.1 27 Jun, 2022, 6:50 pm - 7:10 pm (JST) Secure Distributed/Federated Learning: Prediction-Privacy Trade-Off for Multi-Agent System Gaurav Gupta University of Southern California Mohamed Ridha Znaidi University of Southern California Paul Bogdan University of Southern California
G.1.2 27 Jun, 2022, 7:10 pm - 7:30 pm (JST) SwiftAgg: Communication-Efficient and Dropout-Resistant Secure Aggregation for Federated Learning With Worst-Case Security Guarantees Tayyebeh Jahani-Nezhad Sharif University of Technology & Technische Universität Berlin Mohammad Ali Ali Maddah-Ali Nokia Bell Labs Songze Li The Hong Kong University of Science and Technology Giuseppe Caire Technische Universität Berlin
G.1.3 27 Jun, 2022, 7:30 pm - 7:50 pm (JST) Fundamental Limits of Personalized Federated Linear Regression With Data Heterogeneity Chun-Ying Hou National Taiwan University I-Hsiang Wang National Taiwan University
G.1.4 27 Jun, 2022, 7:50 pm - 8:10 pm (JST) Social Learning Under Randomized Collaborations Yunus Inan EPFL Mert Kayaalp EPFL Emre Telatar EPFL Ali Sayed Ecole Polytechnique Federale de Lausanne EPFL, School of Engineering