 On the Second-Order Convergence of Biased Policy Gradient AlgorithmsInternational Conference on Machine Learning (ICML), 2023 |
 Exact Subspace Diffusion for Decentralized Multitask LearningIEEE Conference on Decision and Control (CDC), 2023 |
 Distributed Adaptive Learning Under Communication ConstraintsIEEE Open Journal of Signal Processing (JOSP), 2021 |
 Second-Order Guarantees in Federated LearningAsilomar Conference on Signals, Systems and Computers (Asilomar), 2020 |
 Second-Order Guarantees in Centralized, Federated and Decentralized
Nonconvex OptimizationCommunications in Information and Systems (CIS), 2020 |
 Linear Speedup in Saddle-Point Escape for Decentralized Non-Convex
OptimizationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
