Towards Statistical and Computational Complexities of Polyak Step Size Gradient Descent

15 October 2021

Sujay Sanghavi

Papers citing "Towards Statistical and Computational Complexities of Polyak Step Size Gradient Descent"

3 / 3 papers shown

Title
An Exponentially Increasing Step-size for Parameter Estimation in Statistical Models Nhat Ho Zhaolin Ren Sujay Sanghavi Purnamrita Sarkar Rachel A. Ward 72 3 0 16 May 2022
Network Gradient Descent Algorithm for Decentralized Federated Learning Shuyuan Wu Danyang Huang Hansheng Wang FedML 64 11 0 06 May 2022
Improving Computational Complexity in Statistical Models with Second-Order Information Zhaolin Ren Jiacheng Zhuo Sujay Sanghavi Nhat Ho 37 1 0 09 Feb 2022