activity
20122025
most citedAn Analysis of Constant Step Size SGD in the Non-convex Regime: Asymptotic Normality and Bias

14 citations · 78 across the 36 of their papers we have counts for

collaborators
Showing 2017 · math.STShow all

1 paper · 2 filters

math.ST2017

On Stein's Identity and Near-Optimal Estimation in High-dimensional Index Models

Zhuoran Yang, Krishnakumar Balasubramanian, Han Liu

We consider estimating the parametric components of semi-parametric multiple index models in a high-dimensional and non-Gaussian setting. Such models form a rich class of non-linea…