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20182021
most citedUnderstanding the Intrinsic Robustness of Image Distributions using Conditional Generative Models

3 citations · 3 across the 2 of their papers we have counts for

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stat.ML2018

Learning One-hidden-layer ReLU Networks via Gradient Descent

Xiao Zhang, Yaodong Yu, Lingxiao Wang +1

We study the problem of learning one-hidden-layer neural networks with Rectified Linear Unit (ReLU) activation function, where the inputs are sampled from standard Gaussian distrib…

stat.ML2018

Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow

Xiao Zhang, Simon S. Du, Quanquan Gu

We revisit the inductive matrix completion problem that aims to recover a rank- matrix with ambient dimension given features as the side prior information. The goal is t…