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20162026
most citedImplicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution

228 citations · 392 across the 12 of their papers we have counts for

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math.OC2026

MINTS: Minimalist Thompson Sampling

Kaizheng Wang

The Bayesian paradigm offers principled tools for sequential decision-making under uncertainty, but its reliance on a probabilistic model for all parameters can hinder the incorpor…