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20142026
most citedThe generalization error of max-margin linear classifiers: Benign overfitting and high dimensional asymptotics in the overparametrized regime

88 citations · 333 across the 26 of their papers we have counts for

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Showing 2018Show all

3 papers · 1 filter

math.ST2018★ 8 cited

Adapting to Unknown Noise Distribution in Matrix Denoising

Andrea Montanari, Feng Ruan, Jun Yan

We consider the problem of estimating an unknown matrix , from observations where $\bold…

math.ST2018★ 3 cited

The Right Complexity Measure in Locally Private Estimation: It is not the Fisher Information

John C. Duchi, Feng Ruan

We identify fundamental tradeoffs between statistical utility and privacy under local models of privacy in which data is kept private even from the statistician, providing instance…

math.ST2018★ 2 cited

A constrained risk inequality for general losses

John C. Duchi, Feng Ruan

We provide a general constrained risk inequality that applies to arbitrary non-decreasing losses, extending a result of Brown and Low [Ann. Stat. 1996]. Given two distributions $P_…