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20172023
most citedImplicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution

228 citations · 726 across the 22 of their papers we have counts for

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Showing 2022 · stat.MLShow all

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stat.ML2022

Fast and Provable Tensor Robust Principal Component Analysis via Scaled Gradient Descent

Harry Dong, Tian Tong, Cong Ma +1

An increasing number of data science and machine learning problems rely on computation with tensors, which better capture the multi-way relationships and interactions of data than…