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On Univariate Convex Regression
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On Univariate Convex Regression

Promit Ghosal
B. Sen
ArXiv (abs)PDFHTML

Papers citing "On Univariate Convex Regression"

8 / 8 papers shown
Title
Estimation and inference for minimizer and minimum of convex functions: optimality, adaptivity and uncertainty principles
Estimation and inference for minimizer and minimum of convex functions: optimality, adaptivity and uncertainty principles
T.Tony Cai
Ran Chen
Yuancheng Zhu
17
0
0
29 Apr 2023
A User-Friendly Computational Framework for Robust Structured Regression with the L$_2$ Criterion
A User-Friendly Computational Framework for Robust Structured Regression with the L2_2 Criterion
Jocelyn T. Chi
Eric C. Chi
OffRL
49
5
0
08 Oct 2020
Inference for local parameters in convexity constrained models
Inference for local parameters in convexity constrained models
Hang Deng
Q. Han
B. Sen
47
8
0
18 Jun 2020
Convex Regression in Multidimensions: Suboptimality of Least Squares Estimators
Convex Regression in Multidimensions: Suboptimality of Least Squares Estimators
Gil Kur
Fuchang Gao
Adityanand Guntuboyina
B. Sen
47
14
0
03 Jun 2020
Confidence intervals for multiple isotonic regression and other monotone models
Confidence intervals for multiple isotonic regression and other monotone models
Hang Deng
Q. Han
Cun-Hui Zhang
82
15
0
20 Jan 2020
On Least Squares Estimation under Heteroscedastic and Heavy-Tailed Errors
On Least Squares Estimation under Heteroscedastic and Heavy-Tailed Errors
Arun K. Kuchibhotla
Rohit Patra
94
11
0
04 Sep 2019
Optimality of Maximum Likelihood for Log-Concave Density Estimation and Bounded Convex Regression
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
Nonparametric Shape-restricted Regression
Nonparametric Shape-restricted Regression
Adityanand Guntuboyina
B. Sen
101
70
0
17 Sep 2017