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1104.1244
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Rank penalized estimators for high-dimensional matrices
7 April 2011
Olga Klopp
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Papers citing
"Rank penalized estimators for high-dimensional matrices"
31 / 31 papers shown
Low solution rank of the matrix LASSO under RIP with consequences for rank-constrained algorithms
Andrew D. McRae
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Learning Transition Operators From Sparse Space-Time Samples
IEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2022
C. Kümmerle
Mauro Maggioni
Sui Tang
145
1
0
01 Dec 2022
Noisy Tensor Completion via Low-rank Tensor Ring
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Yuning Qiu
Guoxu Zhou
Qibin Zhao
Shengli Xie
163
56
0
14 Mar 2022
Learning to Recommend Using Non-Uniform Data
W. Chen
Mohsen Bayati
CML
245
1
0
21 Oct 2021
Matrix Decomposition on Graphs: A Functional View
Abhishek Sharma
M. Ovsjanikov
136
3
0
05 Feb 2021
Outlier-robust sparse/low-rank least-squares regression and robust matrix completion
Philip Thompson
438
9
0
12 Dec 2020
Partial Trace Regression and Low-Rank Kraus Decomposition
Hachem Kadri
Stéphane Ayache
Riikka Huusari
A. Rakotomamonjy
L. Ralaivola
261
5
0
02 Jul 2020
Weighted matrix completion from non-random, non-uniform sampling patterns
IEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2019
S. Foucart
Deanna Needell
Reese Pathak
Y. Plan
Mary Wootters
257
31
0
30 Oct 2019
Low-rank matrix completion and denoising under Poisson noise
Information and Inference A Journal of the IMA (JIII), 2019
Andrew D. McRae
Mark A. Davenport
203
21
0
11 Jul 2019
Spectral thresholding for the estimation of Markov chain transition operators
Matthias Loffler
A. Picard
383
6
0
24 Aug 2018
Confidence Region of Singular Subspaces for Low-rank Matrix Regression
Dong Xia
192
0
0
24 May 2018
Rates of Convergence of Spectral Methods for Graphon Estimation
Jiaming Xu
289
90
0
10 Sep 2017
Structured Matrix Estimation and Completion
Olga Klopp
Yu Lu
Alexandre B. Tsybakov
Harrison H. Zhou
337
21
0
07 Jul 2017
Optimal graphon estimation in cut distance
Olga Klopp
Nicolas Verzélen
266
33
0
15 Mar 2017
Methods for Sparse and Low-Rank Recovery under Simplex Constraints
Ping Li
Syama Sundar Rangapuram
M. Slawski
239
19
0
02 May 2016
Optimal large-scale quantum state tomography with Pauli measurements
Tony Cai
Donggyu Kim
Yazhen Wang
M. Yuan
Harrison H. Zhou
103
33
0
24 Mar 2016
Matrix completion by singular value thresholding: sharp bounds
Olga Klopp
366
44
0
31 Jan 2015
Probabilistic low-rank matrix completion on finite alphabets
Neural Information Processing Systems (NeurIPS), 2014
Jean Lafond
Olga Klopp
Eric Moulines
Joseph Salmon
186
38
0
08 Dec 2014
Adaptive Multinomial Matrix Completion
Olga Klopp
Jean Lafond
Eric Moulines
Joseph Salmon
210
40
0
26 Aug 2014
Convex Optimization Learning of Faithful Euclidean Distance Representations in Nonlinear Dimensionality Reduction
Mathematical programming (Math. Program.), 2014
Chao Ding
H. Qi
200
24
0
22 Jun 2014
Bayesian matrix completion: prior specification
Pierre Alquier
V. Cottet
Nicolas Chopin
Judith Rousseau
348
18
0
05 Jun 2014
Asymptotic equivalence of quantum state tomography and noisy matrix completion
Yazhen Wang
222
30
0
20 Nov 2013
Bayesian methods for low-rank matrix estimation: short survey and theoretical study
International Conference on Algorithmic Learning Theory (ALT), 2013
Pierre Alquier
278
37
0
17 Jun 2013
Matrix Completion via Max-Norm Constrained Optimization
T. Tony Cai
Wenxin Zhou
343
114
0
02 Mar 2013
Non-asymptotic approach to varying coefficient model
Olga Klopp
Marianna Pensky
214
1
0
14 Nov 2012
A Rank-Corrected Procedure for Matrix Completion with Fixed Basis Coefficients
Mathematical programming (Math. Program.), 2012
Weimin Miao
S. Pan
Defeng Sun
1.0K
45
0
13 Oct 2012
1-Bit Matrix Completion
Mark A. Davenport
Y. Plan
E. Berg
Mary Wootters
650
364
0
17 Sep 2012
Rank penalized estimation of a quantum system
Pierre Alquier
C. Butucea
Mohamed Hebiri
Katia Méziani
Morimae Tomoyuki
355
32
0
08 Jun 2012
Noisy low-rank matrix completion with general sampling distribution
Olga Klopp
570
215
0
01 Mar 2012
High-dimensional covariance matrix estimation with missing observations
Karim Lounici
904
194
0
12 Jan 2012
High dimensional matrix estimation with unknown variance of the noise
Olga Klopp
Stéphane Gaïffas
491
20
0
13 Dec 2011
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