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On risk bounds in isotonic and other shape restricted regression problems

15 November 2013

S. Chatterjee

Adityanand Guntuboyina

B. Sen

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Papers citing "On risk bounds in isotonic and other shape restricted regression problems"

34 / 84 papers shown

Title
Robustness of shape-restricted regression estimators: an envelope perspective Q. Han J. Wellner 54 9 0 07 May 2018
From Gauss to Kolmogorov: Localized Measures of Complexity for Ellipses Yuting Wei Billy Fang Martin J. Wainwright 53 7 0 21 Mar 2018
Hypothesis Testing for High-Dimensional Multinomials: A Selective Review Sivaraman Balakrishnan Larry A. Wasserman 91 65 0 17 Dec 2017
The local geometry of testing in ellipses: Tight control via localized Kolmogorov widths Yuting Wei Martin J. Wainwright 98 16 0 03 Dec 2017
$On Integrated $L^{1}$ Convergence Rate of an Isotonic Regression Estimator for Multivariate Observations$ On Integrated $L^{1}$ Convergence Rate of an Isotonic Regression Estimator for Multivariate Observations K. Fokianos Anne Leucht Michael H. Neumann 106 14 0 13 Oct 2017
Nonparametric Shape-restricted Regression Adityanand Guntuboyina B. Sen 101 70 0 17 Sep 2017
The asymptotic distribution of the isotonic regression estimator over a general countable pre-ordered set D. Anevski Vladimir Pastukhov 18 2 0 12 Sep 2017
Methods for Estimation of Convex Sets Victor-Emmanuel Brunel 67 19 0 10 Sep 2017
Isotonic regression in general dimensions Q. Han Tengyao Wang S. Chatterjee R. Samworth 61 98 0 30 Aug 2017
Unbiased Markov chain Monte Carlo with couplings Pierre E. Jacob J. O'Leary Yves F. Atchadé 134 73 0 11 Aug 2017
Contraction and uniform convergence of isotonic regression Fan Yang Rina Foygel Barber 88 32 0 06 Jun 2017
On Estimation of Isotonic Piecewise Constant Signals Chao Gao Fang Han Cun-Hui Zhang 61 32 0 18 May 2017
Oracle posterior contraction rates under hierarchical priors Q. Han 73 6 0 25 Apr 2017
Estimation bounds and sharp oracle inequalities of regularized procedures with Lipschitz loss functions Pierre Alquier V. Cottet Guillaume Lecué 264 61 0 05 Feb 2017
$Bayesian fractional posteriors$ Bayesian fractional posteriors A. Bhattacharya D. Pati Yun Yang 121 110 0 03 Nov 2016
Least squares estimation in the monotone single index model F. Balabdaoui C. Durot H. Jankowski 77 45 0 19 Oct 2016
Adaptation in log-concave density estimation Arlene K. H. Kim Adityanand Guntuboyina R. Samworth 75 45 0 03 Sep 2016
Fast Algorithms for Segmented Regression Jayadev Acharya Ilias Diakonikolas Jerry Li Ludwig Schmidt 83 33 0 14 Jul 2016
Optimal Rates of Statistical Seriation Nicolas Flammarion Cheng Mao Philippe Rigollet 193 60 0 08 Jul 2016
On Estimation in Tournaments and Graphs under Monotonicity Constraints S. Chatterjee Soumendu Sundar Mukherjee 165 29 0 15 Mar 2016
Denoising Flows on Trees S. Chatterjee John D. Lafferty 62 2 0 25 Feb 2016
Multivariate convex regression: global risk bounds and adaptation Q. Han J. Wellner 71 48 0 25 Jan 2016
Adaptive confidence sets in shape restricted regression Pierre C. Bellec 40 3 0 21 Jan 2016
An Improved Global Risk Bound in Concave Regression S. Chatterjee 33 10 0 15 Dec 2015
Adaptive Risk Bounds in Unimodal Regression S. Chatterjee John D. Lafferty 101 36 0 09 Dec 2015
Sharp oracle inequalities for Least Squares estimators in shape restricted regression Pierre C. Bellec 106 96 0 27 Oct 2015
Adaptive estimation of planar convex sets Tony Cai Adityanand Guntuboyina Yuting Wei 44 6 0 15 Aug 2015
$Fast, Provable Algorithms for Isotonic Regression in all $\ell_{p}$-norms$ Fast, Provable Algorithms for Isotonic Regression in all $\ell_{p}$ -norms Rasmus Kyng Anup B. Rao Sushant Sachdeva 83 47 0 02 Jul 2015
Sharp oracle bounds for monotone and convex regression through aggregation Pierre C. Bellec Alexandre B. Tsybakov 120 35 0 29 Jun 2015
On matrix estimation under monotonicity constraints S. Chatterjee Adityanand Guntuboyina B. Sen 146 60 0 10 Jun 2015
Rates of convergence of rho-estimators for sets of densities satisfying shape constraints Y. Baraud Lucien Birgé 20 7 0 15 Mar 2015
On the Prediction Performance of the Lasso A. Dalalyan Mohamed Hebiri Johannes Lederer 194 168 0 07 Feb 2014
A new perspective on least squares under convex constraint S. Chatterjee 172 117 0 04 Feb 2014
Global risk bounds and adaptation in univariate convex regression Adityanand Guntuboyina B. Sen 146 81 0 07 May 2013