Adaptive Sampling Distributed Stochastic Variance Reduced Gradient for Heterogeneous Distributed Datasets. - Ilqar Ramazanli; Han Nguyen; Hai Pham; Sashank J. Reddi; Barnabás Póczos (CoRR, 2020)

On the Algorithmic Stability and Generalization of Adaptive Optimization Methods. - Han Nguyen; Hai Pham; Sashank J. Reddi; Barnabás Póczos (CoRR, 2022)