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1506.03430
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On matrix estimation under monotonicity constraints
10 June 2015
S. Chatterjee
Adityanand Guntuboyina
B. Sen
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Papers citing
"On matrix estimation under monotonicity constraints"
38 / 38 papers shown
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Differentiable Neural Networks with RePU Activation: with Applications to Score Estimation and Isotonic Regression
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Posterior Contraction and Testing for Multivariate Isotonic Regression
Electronic Journal of Statistics (EJS), 2022
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Coverage of Credible Intervals in Bayesian Multivariate Isotonic Regression
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Noisy linear inverse problems under convex constraints: Exact risk asymptotics in high dimensions
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Regret Minimization in Isotonic, Heavy-Tailed Contextual Bandits via Adaptive Confidence Bands
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Subhabrata Sen
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203
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19 Oct 2021
Isotonic regression with unknown permutations: Statistics, computation, and adaptation
Annals of Statistics (Ann. Stat.), 2020
A. Pananjady
R. Samworth
246
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05 Sep 2020
Confidence intervals for multiple isotonic regression and other monotone models
Annals of Statistics (Ann. Stat.), 2020
Hang Deng
Q. Han
Cun-Hui Zhang
530
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20 Jan 2020
Optimal Estimation of Bacterial Growth Rates Based on Permuted Monotone Matrix
Rong Ma
T. Tony Cai
Hongzhe Li
228
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0
28 Nov 2019
Adaptive Estimation of Multivariate Piecewise Polynomials and Bounded Variation Functions by Optimal Decision Trees
Annals of Statistics (Ann. Stat.), 2019
S. Chatterjee
Subhajit Goswami
455
18
0
26 Nov 2019
Optimal Permutation Recovery in Permuted Monotone Matrix Model
Journal of the American Statistical Association (JASA), 2019
Rong Ma
T. Tony Cai
Hongzhe Li
184
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0
24 Nov 2019
On Least Squares Estimation under Heteroscedastic and Heavy-Tailed Errors
Annals of Statistics (Ann. Stat.), 2019
Arun K. Kuchibhotla
Rohit Patra
379
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04 Sep 2019
Limit distribution theory for block estimators in multiple isotonic regression
Annals of Statistics (Ann. Stat.), 2019
Q. Han
Cun-Hui Zhang
339
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30 May 2019
Set structured global empirical risk minimizers are rate optimal in general dimensions
Q. Han
290
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30 May 2019
Estimating Piecewise Monotone Signals
Electronic Journal of Statistics (EJS), 2019
Kentaro Minami
228
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06 May 2019
Estimation of Monge Matrices
Jan-Christian Hütter
Cheng Mao
Philippe Rigollet
Elina Robeva
194
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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
382
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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
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310
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07 Feb 2019
New Risk Bounds for 2D Total Variation Denoising
S. Chatterjee
Subhajit Goswami
373
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04 Feb 2019
Adaptation in multivariate log-concave density estimation
Oliver Y. Feng
Adityanand Guntuboyina
Arlene K. H. Kim
R. Samworth
326
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30 Dec 2018
Isotonic Regression in Multi-Dimensional Spaces and Graphs
Hang Deng
Cun-Hui Zhang
369
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21 Dec 2018
Loss Functions, Axioms, and Peer Review
Ritesh Noothigattu
Nihar B. Shah
Ariel D. Procaccia
268
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0
27 Aug 2018
Towards Optimal Estimation of Bivariate Isotonic Matrices with Unknown Permutations
Cheng Mao
A. Pananjady
Martin J. Wainwright
294
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0
25 Jun 2018
Breaking the
1
/
n
1/\sqrt{n}
1/
n
Barrier: Faster Rates for Permutation-based Models in Polynomial Time
Annual Conference Computational Learning Theory (COLT), 2018
Cheng Mao
A. Pananjady
Martin J. Wainwright
336
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0
27 Feb 2018
Nonparametric Shape-restricted Regression
Adityanand Guntuboyina
B. Sen
368
78
0
17 Sep 2017
Isotonic regression in general dimensions
Q. Han
Tengyao Wang
S. Chatterjee
R. Samworth
314
108
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30 Aug 2017
Adaptation in log-concave density estimation
Arlene K. H. Kim
Adityanand Guntuboyina
R. Samworth
236
46
0
03 Sep 2016
Optimal Rates of Statistical Seriation
Nicolas Flammarion
Cheng Mao
Philippe Rigollet
405
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08 Jul 2016
Optimal rates for total variation denoising
Jan-Christian Hütter
Philippe Rigollet
323
33
0
30 Mar 2016
On Estimation in Tournaments and Graphs under Monotonicity Constraints
S. Chatterjee
Soumendu Sundar Mukherjee
366
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0
15 Mar 2016
Denoising Flows on Trees
S. Chatterjee
John D. Lafferty
189
2
0
25 Feb 2016
Adaptive confidence sets in shape restricted regression
Pierre C. Bellec
239
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0
21 Jan 2016
Adaptive Risk Bounds in Unimodal Regression
S. Chatterjee
John D. Lafferty
397
37
0
09 Dec 2015
Sharp oracle inequalities for Least Squares estimators in shape restricted regression
Pierre C. Bellec
320
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
479
153
0
19 Oct 2015
On Degrees of Freedom of Projection Estimators with Applications to Multivariate Nonparametric Regression
Xi Chen
Qihang Lin
B. Sen
421
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07 Sep 2015
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