Estimating Piecewise Monotone Signals

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Estimating Piecewise Monotone Signals

6 May 2019

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Papers citing "Estimating Piecewise Monotone Signals"

18 / 18 papers shown

Title
Nonparametric Shape-restricted Regression Adityanand Guntuboyina B. Sen 62 70 0 17 Sep 2017
Isotonic regression in general dimensions Q. Han Tengyao Wang S. Chatterjee R. Samworth 42 98 0 30 Aug 2017
On Estimation of Isotonic Piecewise Constant Signals Chao Gao Fang Han Cun-Hui Zhang 31 32 0 18 May 2017
Approximate $l_0$ -penalized estimation of piecewise-constant signals on graphs Z. Fan Leying Guan 63 21 0 04 Mar 2017
Adaptive Risk Bounds in Univariate Total Variation Denoising and Trend Filtering Adityanand Guntuboyina Donovan Lieu S. Chatterjee B. Sen 57 67 0 16 Feb 2017
Multivariate convex regression: global risk bounds and adaptation Q. Han J. Wellner 61 48 0 25 Jan 2016
Sharp oracle inequalities for Least Squares estimators in shape restricted regression Pierre C. Bellec 55 96 0 27 Oct 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 41 47 0 02 Jul 2015
Sharp oracle bounds for monotone and convex regression through aggregation Pierre C. Bellec Alexandre B. Tsybakov 61 35 0 29 Jun 2015
On matrix estimation under monotonicity constraints S. Chatterjee Adityanand Guntuboyina B. Sen 90 60 0 10 Jun 2015
On the Prediction Performance of the Lasso A. Dalalyan Mohamed Hebiri Johannes Lederer 170 167 0 07 Feb 2014
A new perspective on least squares under convex constraint S. Chatterjee 119 117 0 04 Feb 2014
On risk bounds in isotonic and other shape restricted regression problems S. Chatterjee Adityanand Guntuboyina B. Sen 72 138 0 15 Nov 2013
Learning with Submodular Functions: A Convex Optimization Perspective Francis R. Bach 132 478 0 28 Nov 2011
Convex and Network Flow Optimization for Structured Sparsity Julien Mairal Rodolphe Jenatton G. Obozinski Francis R. Bach 157 109 0 11 Apr 2011
Shaping Level Sets with Submodular Functions Francis R. Bach 110 25 0 07 Dec 2010
$Minimax rates of estimation for high-dimensional linear regression over $\ell_q$-balls$ Minimax rates of estimation for high-dimensional linear regression over $\ell_q$ -balls Garvesh Raskutti Martin J. Wainwright Bin Yu 220 575 0 11 Oct 2009
Piecewise linear regularized solution paths Saharon Rosset Ji Zhu 538 522 0 16 Aug 2007