S. Du

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20172023

most citedFine-Grained Analysis of Optimization and Generalization for Overparameterized Two-Layer Neural Networks

256 citations · 627 across the 29 of their papers we have counts for

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math.ST2018

Robust Nonparametric Regression under Huber's $ε$ -contamination Model

Simon S. Du, Yining Wang, Sivaraman Balakrishnan +2

We consider the non-parametric regression problem under Huber's $ε$ -contamination model, in which an $ε$ fraction of observations are subject to arbitrary adversarial noise. We fir…

Robust Nonparametric Regression under Huber's ε-contamination Model

Robust Nonparametric Regression under Huber's $ε$ -contamination Model