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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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Posterior Contraction and Testing for Multivariate Isotonic Regression
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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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Isotonic regression with unknown permutations: Statistics, computation, and adaptation
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R. Samworth
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05 Sep 2020
Confidence intervals for multiple isotonic regression and other monotone models
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Hang Deng
Q. Han
Cun-Hui Zhang
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20 Jan 2020
Optimal Estimation of Bacterial Growth Rates Based on Permuted Monotone Matrix
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T. Tony Cai
Hongzhe Li
168
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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
381
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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
138
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24 Nov 2019
On Least Squares Estimation under Heteroscedastic and Heavy-Tailed Errors
Annals of Statistics (Ann. Stat.), 2019
Arun K. Kuchibhotla
Rohit Patra
324
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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
284
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30 May 2019
Set structured global empirical risk minimizers are rate optimal in general dimensions
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232
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30 May 2019
Estimating Piecewise Monotone Signals
Electronic Journal of Statistics (EJS), 2019
Kentaro Minami
176
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Estimation of Monge Matrices
Jan-Christian Hütter
Cheng Mao
Philippe Rigollet
Elina Robeva
133
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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
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04 Mar 2019
Cost-Effective Incentive Allocation via Structured Counterfactual Inference
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Chenchen Li
X. Yan
Junwu Xiong
Sai Li
Yuan Qi
Le Song
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New Risk Bounds for 2D Total Variation Denoising
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Subhajit Goswami
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Adaptation in multivariate log-concave density estimation
Oliver Y. Feng
Adityanand Guntuboyina
Arlene K. H. Kim
R. Samworth
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Isotonic Regression in Multi-Dimensional Spaces and Graphs
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Cun-Hui Zhang
249
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21 Dec 2018
Loss Functions, Axioms, and Peer Review
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Nihar B. Shah
Ariel D. Procaccia
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27 Aug 2018
Towards Optimal Estimation of Bivariate Isotonic Matrices with Unknown Permutations
Cheng Mao
A. Pananjady
Martin J. Wainwright
239
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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
235
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27 Feb 2018
Nonparametric Shape-restricted Regression
Adityanand Guntuboyina
B. Sen
275
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17 Sep 2017
Isotonic regression in general dimensions
Q. Han
Tengyao Wang
S. Chatterjee
R. Samworth
194
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30 Aug 2017
Adaptation in log-concave density estimation
Arlene K. H. Kim
Adityanand Guntuboyina
R. Samworth
205
46
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03 Sep 2016
Optimal Rates of Statistical Seriation
Nicolas Flammarion
Cheng Mao
Philippe Rigollet
345
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08 Jul 2016
Optimal rates for total variation denoising
Jan-Christian Hütter
Philippe Rigollet
244
33
0
30 Mar 2016
On Estimation in Tournaments and Graphs under Monotonicity Constraints
S. Chatterjee
Soumendu Sundar Mukherjee
303
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0
15 Mar 2016
Denoising Flows on Trees
S. Chatterjee
John D. Lafferty
148
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25 Feb 2016
Adaptive confidence sets in shape restricted regression
Pierre C. Bellec
161
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21 Jan 2016
Adaptive Risk Bounds in Unimodal Regression
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John D. Lafferty
321
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0
09 Dec 2015
Sharp oracle inequalities for Least Squares estimators in shape restricted regression
Pierre C. Bellec
263
101
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27 Oct 2015
Stochastically Transitive Models for Pairwise Comparisons: Statistical and Computational Issues
Nihar B. Shah
Sivaraman Balakrishnan
Adityanand Guntuboyina
Martin J. Wainwright
410
153
0
19 Oct 2015
On Degrees of Freedom of Projection Estimators with Applications to Multivariate Nonparametric Regression
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Qihang Lin
B. Sen
346
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07 Sep 2015
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