Uncoupled isotonic regression via minimum Wasserstein deconvolution

27 June 2018

Papers citing "Uncoupled isotonic regression via minimum Wasserstein deconvolution"

26 / 26 papers shown

Title
Massively scalable Sinkhorn distances via the Nyström method Jason M. Altschuler Francis R. Bach Alessandro Rudi Jonathan Niles-Weed 26 109 0 12 Dec 2018
Entropic optimal transport is maximum-likelihood deconvolution Philippe Rigollet Jonathan Niles-Weed OT 50 78 0 14 Sep 2018
Optimal estimation of Gaussian mixtures via denoised method of moments Yihong Wu Pengkun Yang 43 75 0 19 Jul 2018
Statistical Optimal Transport via Factored Couplings Aden Forrow Jan-Christian Hütter Mor Nitzan Philippe Rigollet Geoffrey Schiebinger Jonathan Niles-Weed OT 88 69 0 19 Jun 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 140 2,133 0 01 Mar 2018
Linear Regression with Sparsely Permuted Data M. Slawski E. Ben-David 68 72 0 16 Oct 2017
Isotonic regression in general dimensions Q. Han Tengyao Wang S. Chatterjee R. Samworth 37 97 0 30 Aug 2017
Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration Jason M. Altschuler Jonathan Niles-Weed Philippe Rigollet OT 56 587 0 26 May 2017
Linear regression without correspondence Daniel J. Hsu K. Shi Xiaorui Sun 68 82 0 19 May 2017
Linear Regression with Shuffled Labels Abubakar Abid Ada Poon James Zou 117 65 0 03 May 2017
Denoising Linear Models with Permuted Data A. Pananjady Martin J. Wainwright T. Courtade 61 73 0 24 Apr 2017
Adaptive estimation of the sparsity in the Gaussian vector model Alexandra Carpentier Nicolas Verzélen 59 29 0 01 Mar 2017
Optimal rates of estimation for multi-reference alignment Afonso S. Bandeira Philippe Rigollet Jonathan Niles-Weed 84 61 0 27 Feb 2017
Optimal Rates of Statistical Seriation Nicolas Flammarion Cheng Mao Philippe Rigollet 106 59 0 08 Jul 2016
Spectrum Estimation from Samples Weihao Kong Gregory Valiant 42 72 0 30 Jan 2016
Learning relationships between data obtained independently Alexandra Carpentier Teresa Schlueter 25 23 0 04 Jan 2016
Sharp oracle inequalities for Least Squares estimators in shape restricted regression Pierre C. Bellec 36 94 0 27 Oct 2015
Optimal rates for finite mixture estimation P. Heinrich J. Kahn 34 12 0 15 Jul 2015
Sharp oracle bounds for monotone and convex regression through aggregation Pierre C. Bellec Alexandre B. Tsybakov 53 34 0 29 Jun 2015
Minimax rates for finite mixture estimation P. Heinrich J. Kahn 23 12 0 14 Apr 2015
Improved rates for Wasserstein deconvolution with ordinary smooth error in dimension one J. Dedecker A. Fischer Bertrand Michel 40 9 0 02 Apr 2014
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 135 4,210 0 04 Jun 2013
Minimax rates of convergence for Wasserstein deconvolution with supersmooth errors in any dimension J. Dedecker Bertrand Michel 37 18 0 25 Feb 2013
Testing composite hypotheses, Hermite polynomials and optimal estimation of a nonsmooth functional T. Tony Cai Mark G. Low 62 86 0 16 May 2011
On deconvolution of distribution functions I. Dattner A. Goldenshluger A. Juditsky 76 65 0 20 Jun 2010
Settling the Polynomial Learnability of Mixtures of Gaussians Ankur Moitra Gregory Valiant 139 341 0 23 Apr 2010