Set structured global empirical risk minimizers are rate optimal in
general dimensions

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Set structured global empirical risk minimizers are rate optimal in general dimensions

30 May 2019

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Papers citing "Set structured global empirical risk minimizers are rate optimal in general dimensions"

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Title
Efficient Minimax Optimal Estimators For Multivariate Convex Regression Gil Kur E. Putterman 54 0 0 06 May 2022
Lattice partition recovery with dyadic CART Oscar Hernan Madrid Padilla Yi Yu Alessandro Rinaldo 71 4 0 27 May 2021
A new computational framework for log-concave density estimation Wenyu Chen Rahul Mazumder R. Samworth 51 5 0 24 May 2021
On the Minimal Error of Empirical Risk Minimization Gil Kur Alexander Rakhlin 47 5 0 24 Feb 2021
Multiplier U-processes: sharp bounds and applications Q. Han 23 4 0 10 Feb 2021
Isotonic regression with unknown permutations: Statistics, computation, and adaptation A. Pananjady R. Samworth 48 25 0 05 Sep 2020
Self-regularizing Property of Nonparametric Maximum Likelihood Estimator in Mixture Models Yury Polyanskiy Yihong Wu 71 29 0 19 Aug 2020
Inference for local parameters in convexity constrained models Hang Deng Q. Han B. Sen 45 8 0 18 Jun 2020
On Suboptimality of Least Squares with Application to Estimation of Convex Bodies Gil Kur Alexander Rakhlin Adityanand Guntuboyina 49 12 0 07 Jun 2020
Convex Regression in Multidimensions: Suboptimality of Least Squares Estimators Gil Kur Fuchang Gao Adityanand Guntuboyina B. Sen 47 14 0 03 Jun 2020
Local continuity of log-concave projection, with applications to estimation under model misspecification Rina Foygel Barber R. Samworth 80 6 0 14 Feb 2020
Confidence intervals for multiple isotonic regression and other monotone models Hang Deng Q. Han Cun-Hui Zhang 74 15 0 20 Jan 2020
Limit distribution theory for block estimators in multiple isotonic regression Q. Han Cun-Hui Zhang 86 13 0 30 May 2019
Optimality of Maximum Likelihood for Log-Concave Density Estimation and Bounded Convex Regression Gil Kur Y. Dagan Alexander Rakhlin 73 25 0 13 Mar 2019
Adaptation in multivariate log-concave density estimation Oliver Y. Feng Adityanand Guntuboyina Arlene K. H. Kim R. Samworth 85 13 0 30 Dec 2018
A Permutation-based Model for Crowd Labeling: Optimal Estimation and Robustness Nihar B. Shah Sivaraman Balakrishnan Martin J. Wainwright FedML 92 44 0 30 Jun 2016