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Sharp oracle inequalities for Least Squares estimators in shape restricted regression

27 October 2015

Papers citing "Sharp oracle inequalities for Least Squares estimators in shape restricted regression"

32 / 32 papers shown

Title
Risk Bounds For Distributional Regression Carlos Misael Madrid Padilla Oscar Hernan Madrid Padilla S. Chatterjee 102 0 0 14 May 2025
Differentiable Neural Networks with RePU Activation: with Applications to Score Estimation and Isotonic Regression Guohao Shen Yuling Jiao Yuanyuan Lin Jian Huang 123 3 0 01 May 2023
Adversarial Sign-Corrupted Isotonic Regression Shamindra Shrotriya Matey Neykov 52 0 0 14 Jul 2022
Likelihood Asymptotics in Nonregular Settings: A Review with Emphasis on the Likelihood Ratio A. Brazzale V. Mameli 97 7 0 30 Jun 2022
Noisy linear inverse problems under convex constraints: Exact risk asymptotics in high dimensions Q. Han 65 3 0 20 Jan 2022
On the minimax rate of the Gaussian sequence model under bounded convex constraints Matey Neykov 60 10 0 18 Jan 2022
Improved Prediction and Network Estimation Using the Monotone Single Index Multi-variate Autoregressive Model Yue Gao Garvesh Raskutti 149 2 0 28 Jun 2021
A New Perspective on Debiasing Linear Regressions Yufei Yi Matey Neykov 80 2 0 08 Apr 2021
Optimal oracle inequalities for solving projected fixed-point equations Wenlong Mou A. Pananjady Martin J. Wainwright 65 14 0 09 Dec 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 82 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
Estimating Piecewise Monotone Signals Kentaro Minami 55 10 0 06 May 2019
Optimality of Maximum Likelihood for Log-Concave Density Estimation and Bounded Convex Regression Gil Kur Y. Dagan Alexander Rakhlin 75 25 0 13 Mar 2019
Multivariate extensions of isotonic regression and total variation denoising via entire monotonicity and Hardy-Krause variation Billy Fang Adityanand Guntuboyina B. Sen 96 32 0 04 Mar 2019
New Risk Bounds for 2D Total Variation Denoising S. Chatterjee Subhajit Goswami 91 21 0 04 Feb 2019
Isotonic Regression in Multi-Dimensional Spaces and Graphs Hang Deng Cun-Hui Zhang 141 23 0 21 Dec 2018
Adaptive Sampling for Convex Regression Max Simchowitz Kevin Jamieson Jordan W. Suchow Thomas Griffiths 71 4 0 14 Aug 2018
Uncoupled isotonic regression via minimum Wasserstein deconvolution Philippe Rigollet Jonathan Niles-Weed 106 64 0 27 Jun 2018
Nonparametric Shape-restricted Regression Adityanand Guntuboyina B. Sen 101 70 0 17 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 56 98 0 30 Aug 2017
Localized Gaussian width of $M$ -convex hulls with applications to Lasso and convex aggregation Pierre C. Bellec 51 17 0 30 May 2017
Adaptive Risk Bounds in Univariate Total Variation Denoising and Trend Filtering Adityanand Guntuboyina Donovan Lieu S. Chatterjee B. Sen 82 67 0 16 Feb 2017
Estimation bounds and sharp oracle inequalities of regularized procedures with Lipschitz loss functions Pierre Alquier V. Cottet Guillaume Lecué 257 61 0 05 Feb 2017
Optimal Rates of Statistical Seriation Nicolas Flammarion Cheng Mao Philippe Rigollet 181 60 0 08 Jul 2016
Optimal rates for total variation denoising Jan-Christian Hütter Philippe Rigollet 81 33 0 30 Mar 2016
Denoising Flows on Trees S. Chatterjee John D. Lafferty 44 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
Adaptive Risk Bounds in Unimodal Regression S. Chatterjee John D. Lafferty 70 36 0 09 Dec 2015
On matrix estimation under monotonicity constraints S. Chatterjee Adityanand Guntuboyina B. Sen 135 60 0 10 Jun 2015