 Generalized AdaGrad (G-AdaGrad) and Adam: A State-Space PerspectiveIEEE Conference on Decision and Control (CDC), 2021 |
 Robustness of Iteratively Pre-Conditioned Gradient-Descent Method: The
Case of Distributed Linear Regression ProblemIEEE Control Systems Letters (L-CSS), 2021 |
 Accelerating Distributed SGD for Linear Regression using Iterative
Pre-ConditioningConference on Learning for Dynamics & Control (L4DC), 2020 |