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v1v2v3 (latest)

On matrix estimation under monotonicity constraints

10 June 2015

S. Chatterjee

Adityanand Guntuboyina

B. Sen

ArXiv (abs)PDF HTML

Papers citing "On matrix estimation under monotonicity constraints"

34 / 34 papers shown

Title
Learning the Distribution Map in Reverse Causal Performative Prediction Daniele Bracale Subha Maity Moulinath Banerjee Yuekai Sun 255 3 0 24 May 2024
Differentiable Neural Networks with RePU Activation: with Applications to Score Estimation and Isotonic Regression Guohao Shen Yuling Jiao Yuanyuan Lin Jian Huang 286 4 0 01 May 2023
Posterior Contraction and Testing for Multivariate Isotonic RegressionElectronic Journal of Statistics (EJS), 2022 Kang-Kang Wang S. Ghosal 180 4 0 22 Nov 2022
Noisy linear inverse problems under convex constraints: Exact risk asymptotics in high dimensionsAnnals of Statistics (Ann. Stat.), 2022 Q. Han 220 5 0 20 Jan 2022
Regret Minimization in Isotonic, Heavy-Tailed Contextual Bandits via Adaptive Confidence Bands S. Chatterjee Subhabrata Sen OffRL 136 5 0 19 Oct 2021
Isotonic regression with unknown permutations: Statistics, computation, and adaptationAnnals of Statistics (Ann. Stat.), 2020 A. Pananjady R. Samworth 179 30 0 05 Sep 2020
Confidence intervals for multiple isotonic regression and other monotone modelsAnnals of Statistics (Ann. Stat.), 2020 Hang Deng Q. Han Cun-Hui Zhang 419 16 0 20 Jan 2020
Optimal Estimation of Bacterial Growth Rates Based on Permuted Monotone Matrix Rong Ma T. Tony Cai Hongzhe Li 152 3 0 28 Nov 2019
Adaptive Estimation of Multivariate Piecewise Polynomials and Bounded Variation Functions by Optimal Decision TreesAnnals of Statistics (Ann. Stat.), 2019 S. Chatterjee Subhajit Goswami 349 18 0 26 Nov 2019
Optimal Permutation Recovery in Permuted Monotone Matrix ModelJournal of the American Statistical Association (JASA), 2019 Rong Ma T. Tony Cai Hongzhe Li 130 26 0 24 Nov 2019
On Least Squares Estimation under Heteroscedastic and Heavy-Tailed ErrorsAnnals of Statistics (Ann. Stat.), 2019 Arun K. Kuchibhotla Rohit Patra 276 11 0 04 Sep 2019
Limit distribution theory for block estimators in multiple isotonic regressionAnnals of Statistics (Ann. Stat.), 2019 Q. Han Cun-Hui Zhang 249 14 0 30 May 2019
Set structured global empirical risk minimizers are rate optimal in general dimensions Q. Han 200 21 0 30 May 2019
Estimating Piecewise Monotone SignalsElectronic Journal of Statistics (EJS), 2019 Kentaro Minami 172 10 0 06 May 2019
Estimation of Monge Matrices Jan-Christian Hütter Cheng Mao Philippe Rigollet Elina Robeva 117 10 0 05 Apr 2019
Multivariate extensions of isotonic regression and total variation denoising via entire monotonicity and Hardy-Krause variation Billy Fang Adityanand Guntuboyina B. Sen 284 32 0 04 Mar 2019
Cost-Effective Incentive Allocation via Structured Counterfactual Inference Romain Lopez Chenchen Li X. Yan Junwu Xiong Sai Li Yuan Qi Le Song OffRL 214 19 0 07 Feb 2019
New Risk Bounds for 2D Total Variation Denoising S. Chatterjee Subhajit Goswami 302 21 0 04 Feb 2019
Adaptation in multivariate log-concave density estimation Oliver Y. Feng Adityanand Guntuboyina Arlene K. H. Kim R. Samworth 256 15 0 30 Dec 2018
Isotonic Regression in Multi-Dimensional Spaces and Graphs Hang Deng Cun-Hui Zhang 232 28 0 21 Dec 2018
Loss Functions, Axioms, and Peer Review Ritesh Noothigattu Nihar B. Shah Ariel D. Procaccia 201 45 0 27 Aug 2018
Towards Optimal Estimation of Bivariate Isotonic Matrices with Unknown Permutations Cheng Mao A. Pananjady Martin J. Wainwright 227 15 0 25 Jun 2018
$Breaking the $1/\sqrt{n}$ Barrier: Faster Rates for Permutation-based Models in Polynomial Time$ Breaking the $1/\sqrt{n}$ Barrier: Faster Rates for Permutation-based Models in Polynomial TimeAnnual Conference Computational Learning Theory (COLT), 2018 Cheng Mao A. Pananjady Martin J. Wainwright 215 13 0 27 Feb 2018
Nonparametric Shape-restricted Regression Adityanand Guntuboyina B. Sen 267 73 0 17 Sep 2017
Isotonic regression in general dimensions Q. Han Tengyao Wang S. Chatterjee R. Samworth 163 106 0 30 Aug 2017
Adaptation in log-concave density estimation Arlene K. H. Kim Adityanand Guntuboyina R. Samworth 173 46 0 03 Sep 2016
Optimal Rates of Statistical Seriation Nicolas Flammarion Cheng Mao Philippe Rigollet 308 61 0 08 Jul 2016
Optimal rates for total variation denoising Jan-Christian Hütter Philippe Rigollet 220 33 0 30 Mar 2016
Denoising Flows on Trees S. Chatterjee John D. Lafferty 144 2 0 25 Feb 2016
Adaptive confidence sets in shape restricted regression Pierre C. Bellec 157 3 0 21 Jan 2016
Adaptive Risk Bounds in Unimodal Regression S. Chatterjee John D. Lafferty 293 37 0 09 Dec 2015
Sharp oracle inequalities for Least Squares estimators in shape restricted regression Pierre C. Bellec 259 101 0 27 Oct 2015
Stochastically Transitive Models for Pairwise Comparisons: Statistical and Computational Issues Nihar B. Shah Sivaraman Balakrishnan Adityanand Guntuboyina Martin J. Wainwright 398 152 0 19 Oct 2015
On Degrees of Freedom of Projection Estimators with Applications to Multivariate Nonparametric Regression Xi Chen Qihang Lin B. Sen 322 23 0 07 Sep 2015

v1v2v3 (latest)

On matrix estimation under monotonicity constraints

10 June 2015

S. Chatterjee

Adityanand Guntuboyina

B. Sen

ArXiv (abs)PDF HTML

Papers citing "On matrix estimation under monotonicity constraints"

34 / 34 papers shown

Title
Learning the Distribution Map in Reverse Causal Performative Prediction Daniele Bracale Subha Maity Moulinath Banerjee Yuekai Sun 255 3 0 24 May 2024
Differentiable Neural Networks with RePU Activation: with Applications to Score Estimation and Isotonic Regression Guohao Shen Yuling Jiao Yuanyuan Lin Jian Huang 286 4 0 01 May 2023
Posterior Contraction and Testing for Multivariate Isotonic RegressionElectronic Journal of Statistics (EJS), 2022 Kang-Kang Wang S. Ghosal 180 4 0 22 Nov 2022
Noisy linear inverse problems under convex constraints: Exact risk asymptotics in high dimensionsAnnals of Statistics (Ann. Stat.), 2022 Q. Han 220 5 0 20 Jan 2022
Regret Minimization in Isotonic, Heavy-Tailed Contextual Bandits via Adaptive Confidence Bands S. Chatterjee Subhabrata Sen OffRL 136 5 0 19 Oct 2021
Isotonic regression with unknown permutations: Statistics, computation, and adaptationAnnals of Statistics (Ann. Stat.), 2020 A. Pananjady R. Samworth 179 30 0 05 Sep 2020
Confidence intervals for multiple isotonic regression and other monotone modelsAnnals of Statistics (Ann. Stat.), 2020 Hang Deng Q. Han Cun-Hui Zhang 419 16 0 20 Jan 2020
Optimal Estimation of Bacterial Growth Rates Based on Permuted Monotone Matrix Rong Ma T. Tony Cai Hongzhe Li 152 3 0 28 Nov 2019
Adaptive Estimation of Multivariate Piecewise Polynomials and Bounded Variation Functions by Optimal Decision TreesAnnals of Statistics (Ann. Stat.), 2019 S. Chatterjee Subhajit Goswami 349 18 0 26 Nov 2019
Optimal Permutation Recovery in Permuted Monotone Matrix ModelJournal of the American Statistical Association (JASA), 2019 Rong Ma T. Tony Cai Hongzhe Li 130 26 0 24 Nov 2019
On Least Squares Estimation under Heteroscedastic and Heavy-Tailed ErrorsAnnals of Statistics (Ann. Stat.), 2019 Arun K. Kuchibhotla Rohit Patra 276 11 0 04 Sep 2019
Limit distribution theory for block estimators in multiple isotonic regressionAnnals of Statistics (Ann. Stat.), 2019 Q. Han Cun-Hui Zhang 249 14 0 30 May 2019
Set structured global empirical risk minimizers are rate optimal in general dimensions Q. Han 200 21 0 30 May 2019
Estimating Piecewise Monotone SignalsElectronic Journal of Statistics (EJS), 2019 Kentaro Minami 172 10 0 06 May 2019
Estimation of Monge Matrices Jan-Christian Hütter Cheng Mao Philippe Rigollet Elina Robeva 117 10 0 05 Apr 2019
Multivariate extensions of isotonic regression and total variation denoising via entire monotonicity and Hardy-Krause variation Billy Fang Adityanand Guntuboyina B. Sen 284 32 0 04 Mar 2019
Cost-Effective Incentive Allocation via Structured Counterfactual Inference Romain Lopez Chenchen Li X. Yan Junwu Xiong Sai Li Yuan Qi Le Song OffRL 214 19 0 07 Feb 2019
New Risk Bounds for 2D Total Variation Denoising S. Chatterjee Subhajit Goswami 302 21 0 04 Feb 2019
Adaptation in multivariate log-concave density estimation Oliver Y. Feng Adityanand Guntuboyina Arlene K. H. Kim R. Samworth 256 15 0 30 Dec 2018
Isotonic Regression in Multi-Dimensional Spaces and Graphs Hang Deng Cun-Hui Zhang 232 28 0 21 Dec 2018
Loss Functions, Axioms, and Peer Review Ritesh Noothigattu Nihar B. Shah Ariel D. Procaccia 201 45 0 27 Aug 2018
Towards Optimal Estimation of Bivariate Isotonic Matrices with Unknown Permutations Cheng Mao A. Pananjady Martin J. Wainwright 227 15 0 25 Jun 2018
$Breaking the $1/\sqrt{n}$ Barrier: Faster Rates for Permutation-based Models in Polynomial Time$ Breaking the $1/\sqrt{n}$ Barrier: Faster Rates for Permutation-based Models in Polynomial TimeAnnual Conference Computational Learning Theory (COLT), 2018 Cheng Mao A. Pananjady Martin J. Wainwright 215 13 0 27 Feb 2018
Nonparametric Shape-restricted Regression Adityanand Guntuboyina B. Sen 267 73 0 17 Sep 2017
Isotonic regression in general dimensions Q. Han Tengyao Wang S. Chatterjee R. Samworth 163 106 0 30 Aug 2017
Adaptation in log-concave density estimation Arlene K. H. Kim Adityanand Guntuboyina R. Samworth 173 46 0 03 Sep 2016
Optimal Rates of Statistical Seriation Nicolas Flammarion Cheng Mao Philippe Rigollet 308 61 0 08 Jul 2016
Optimal rates for total variation denoising Jan-Christian Hütter Philippe Rigollet 220 33 0 30 Mar 2016
Denoising Flows on Trees S. Chatterjee John D. Lafferty 144 2 0 25 Feb 2016
Adaptive confidence sets in shape restricted regression Pierre C. Bellec 157 3 0 21 Jan 2016
Adaptive Risk Bounds in Unimodal Regression S. Chatterjee John D. Lafferty 293 37 0 09 Dec 2015
Sharp oracle inequalities for Least Squares estimators in shape restricted regression Pierre C. Bellec 259 101 0 27 Oct 2015
Stochastically Transitive Models for Pairwise Comparisons: Statistical and Computational Issues Nihar B. Shah Sivaraman Balakrishnan Adityanand Guntuboyina Martin J. Wainwright 398 152 0 19 Oct 2015
On Degrees of Freedom of Projection Estimators with Applications to Multivariate Nonparametric Regression Xi Chen Qihang Lin B. Sen 322 23 0 07 Sep 2015