Convex Regression in Multidimensions: Suboptimality of Least Squares Estimators

3 June 2020

Papers citing "Convex Regression in Multidimensions: Suboptimality of Least Squares Estimators"

9 / 9 papers shown

Title
Optimal Confidence Bands for Shape-restricted Regression in Multidimensions Ashley Datta Datta Somabha Mukherjee Bodhisattva Sen 60 0 0 23 Jan 2024
On the Variance, Admissibility, and Stability of Empirical Risk Minimization Gil Kur E. Putterman Alexander Rakhlin 40 3 0 29 May 2023
Learning linear dynamical systems under convex constraints Hemant Tyagi D. Efimov 23 2 0 27 Mar 2023
Noisy linear inverse problems under convex constraints: Exact risk asymptotics in high dimensions Q. Han 65 3 0 20 Jan 2022
Spectrahedral Regression Eliza O'Reilly V. Chandrasekaran 13 3 0 27 Oct 2021
Minimax Rates for Conditional Density Estimation via Empirical Entropy Blair Bilodeau Dylan J. Foster Daniel M. Roy 102 24 0 21 Sep 2021
On the Minimal Error of Empirical Risk Minimization Gil Kur Alexander Rakhlin 42 5 0 24 Feb 2021
High dimensional asymptotics of likelihood ratio tests in the Gaussian sequence model under convex constraints Q. Han B. Sen Yandi Shen 72 3 0 07 Oct 2020
On Suboptimality of Least Squares with Application to Estimation of Convex Bodies Gil Kur Alexander Rakhlin Adityanand Guntuboyina 33 12 0 07 Jun 2020