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Global risk bounds and adaptation in univariate convex regression

7 May 2013

Papers citing "Global risk bounds and adaptation in univariate convex regression"

26 / 26 papers shown

Title
Spatially Adaptive Online Prediction of Piecewise Regular Functions S. Chatterjee Subhajit Goswami OffRL 73 1 0 30 Mar 2022
A User-Friendly Computational Framework for Robust Structured Regression with the L $_2$ Criterion Jocelyn T. Chi Eric C. Chi OffRL 56 5 0 08 Oct 2020
Risk Bounds for Quantile Trend Filtering Oscar Hernan Madrid Padilla S. Chatterjee 88 22 0 15 Jul 2020
Local continuity of log-concave projection, with applications to estimation under model misspecification Rina Foygel Barber R. Samworth 86 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
Adaptive Estimation of Multivariate Piecewise Polynomials and Bounded Variation Functions by Optimal Decision Trees S. Chatterjee Subhajit Goswami 127 18 0 26 Nov 2019
Limit distribution theory for block estimators in multiple isotonic regression Q. Han Cun-Hui Zhang 86 13 0 30 May 2019
Multivariate Distributionally Robust Convex Regression under Absolute Error Loss Jose H. Blanchet Peter Glynn Jun Yan Zhengqing Zhou 80 31 0 29 May 2019
Orthogonal Statistical Learning Dylan J. Foster Vasilis Syrgkanis 171 174 0 25 Jan 2019
Adaptive Sampling for Convex Regression Max Simchowitz Kevin Jamieson Jordan W. Suchow Thomas Griffiths 71 4 0 14 Aug 2018
Nonparametric Shape-restricted Regression Adityanand Guntuboyina B. Sen 101 70 0 17 Sep 2017
Isotonic regression in general dimensions Q. Han Tengyao Wang S. Chatterjee R. Samworth 61 98 0 30 Aug 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
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 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
Sharp oracle bounds for monotone and convex regression through aggregation Pierre C. Bellec Alexandre B. Tsybakov 120 35 0 29 Jun 2015
Approximation and Estimation of s-Concave Densities via Rényi Divergences Q. Han J. Wellner 138 36 0 02 May 2015
On Convex Least Squares Estimation when the Truth is Linear Yining Chen J. Wellner 65 13 0 17 Nov 2014
Generalised additive and index models with shape constraints Yining Chen R. Samworth 97 82 0 10 Apr 2014
On risk bounds in isotonic and other shape restricted regression problems S. Chatterjee Adityanand Guntuboyina B. Sen 128 138 0 15 Nov 2013
Global Rates of Convergence of the MLEs of Log-concave and s-concave Densities Charles R. Doss J. Wellner 114 79 0 06 Jun 2013