Simons Institute, University of California, Berkeley, CA 94720, USA; Department of Computer Science, University of California, Los Angeles, CA 90095, USA; Department of Computer Science, Indiana University Bloomington, IN 47408, USA
Xuheng Li, Yihe Deng, Jingfeng Wu, Dongruo Zhou, Quanquan Gu
Accelerated stochastic gradient descent;excess risk;linear regression;overparameterization
Risk Bounds of Accelerated SGD for Overparameterized Linear Regression