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20172022
most citedAlgorithms and SQ Lower Bounds for PAC Learning One-Hidden-Layer ReLU Networks

10 citations · 43 across the 11 of their papers we have counts for

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math.ST2021

A Statistical Taylor Theorem and Extrapolation of Truncated Densities

Constantinos Daskalakis, Vasilis Kontonis, Christos Tzamos +1

We show a statistical version of Taylor's theorem and apply this result to non-parametric density estimation from truncated samples, which is a classical challenge in Statistics \c…

math.ST2019

Efficient Truncated Statistics with Unknown Truncation

Vasilis Kontonis, Christos Tzamos, Manolis Zampetakis

We study the problem of estimating the parameters of a Gaussian distribution when samples are only shown if they fall in some (unknown) subset . This core problem…