University of California, Los Angeles; University of Washington & Microsoft Research; Amazon; Johns Hopkins University
Difan Zou, Jingfeng Wu, Vladimir Braverman, Quanquan Gu, Dean Foster, Sham Kakade
stochastic gradient descent;implicit regularization;ridge regression;overparameterization
The Benefits of Implicit Regularization from SGD in Least Squares Problems