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20172026
most citedOptimality of Maximum Likelihood for Log-Concave Density Estimation and Bounded Convex Regression

18 citations · 73 across the 13 of their papers we have counts for

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math.ST2023

On the Variance, Admissibility, and Stability of Empirical Risk Minimization

Gil Kur, Eli Putterman, Alexander Rakhlin

It is well known that Empirical Risk Minimization (ERM) may attain minimax suboptimal rates in terms of the mean squared error (Birgé and Massart, 1993). In this paper, we prove th…