Improving Implicit Regularization of SGD with Preconditioning for Least Square Problems

13 March 2024

Papers citing "Improving Implicit Regularization of SGD with Preconditioning for Least Square Problems"

3 / 3 papers shown

Title
How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression? Jingfeng Wu Difan Zou Zixiang Chen Vladimir Braverman Quanquan Gu Peter L. Bartlett 116 48 0 12 Oct 2023
Finite-Sample Analysis of Learning High-Dimensional Single ReLU Neuron Jingfeng Wu Difan Zou Zixiang Chen Vladimir Braverman Quanquan Gu Sham Kakade 84 6 0 03 Mar 2023
SGD: The Role of Implicit Regularization, Batch-size and Multiple-epochs Satyen Kale Ayush Sekhari Karthik Sridharan 173 28 0 11 Jul 2021