University of Texas Rio Grande Valley; Georgia State University; George Mason University
Guanqiang Zhou, Ping Xu, Ping Xu, Yue Wang, Zhi Tian
distributed learning;federated learning;fairness;robustness;Byzantine attack;norm-based screening;q-FFL;optimization;convergence analysis
H-nobs: Achieving Certified Fairness and Robustness in Distributed Learning on Heterogeneous Datasets