Matrix estimation by Universal Singular Value Thresholding

6 December 2012

Papers citing "Matrix estimation by Universal Singular Value Thresholding"

25 / 25 papers shown

Title
Low-Rank Graphon Estimation: Theory and Applications to Graphon Games Olga Klopp Fedor Noskov 175 0 0 12 Mar 2025
Explaining the Success of Nearest Neighbor Methods in Prediction George H. Chen Devavrat Shah OOD 590 148 0 21 Feb 2025
Exploiting Observation Bias to Improve Matrix Completion Yassir Jedra Sean Mann Charlotte Park Devavrat Shah 452 1 0 03 Jan 2025
Scalable Implicit Graphon Learning Ali Azizpour Nicolas Zilberstein Santiago Segarra GNN 191 2 0 22 Oct 2024
Nonparametric graphon estimation P. Wolfe S. Olhede 160 203 0 23 Sep 2013
OptShrink: An algorithm for improved low-rank signal matrix denoising by optimal, data-driven singular value shrinkage R. Nadakuditi 159 163 0 25 Jun 2013
Co-clustering separately exchangeable network data David S. Choi P. Wolfe 150 60 0 17 Dec 2012
1-Bit Matrix Completion Mark A. Davenport Y. Plan E. Berg Mary Wootters 221 353 0 17 Sep 2012
Pseudo-likelihood methods for community detection in large sparse networks Arash A. Amini Aiyou Chen Peter J. Bickel Elizaveta Levina 234 408 0 10 Jul 2012
The Highest Dimensional Stochastic Blockmodel with a Regularized Estimator Karl Rohe Tai Qin Haoyang Fan 186 18 0 11 Jun 2012
The method of moments and degree distributions for network models Peter J. Bickel Aiyou Chen Elizaveta Levina 152 243 0 23 Feb 2012
Localization from Incomplete Noisy Distance Measurements Adel Javanmard Andrea Montanari 183 83 0 08 Mar 2011
Estimating and understanding exponential random graph models S. Chatterjee P. Diaconis 167 347 0 14 Feb 2011
Nuclear norm penalization and optimal rates for noisy low rank matrix completion V. Koltchinskii Alexandre B. Tsybakov Karim Lounici 234 664 0 29 Nov 2010
Stochastic blockmodels with growing number of classes David S. Choi P. Wolfe E. Airoldi 243 259 0 21 Nov 2010
Efficient Bayesian Inference for Generalized Bradley-Terry Models François Caron Arnaud Doucet 160 141 0 08 Nov 2010
Von Neumann Entropy Penalization and Low Rank Matrix Estimation V. Koltchinskii 164 101 0 13 Sep 2010
Spectral clustering and the high-dimensional stochastic blockmodel Karl Rohe S. Chatterjee Bin Yu 286 936 0 09 Jul 2010
Random graphs with a given degree sequence S. Chatterjee P. Diaconis Allan Sly 177 361 0 07 May 2010
Estimation of high-dimensional low-rank matrices Angelika Rohde Alexandre B. Tsybakov 313 382 0 29 Dec 2009
Estimation of (near) low-rank matrices with noise and high-dimensional scaling S. Negahban Martin J. Wainwright 241 571 0 27 Dec 2009
Matrix Completion from Noisy Entries Raghunandan H. Keshavan Andrea Montanari Sewoong Oh 285 719 0 11 Jun 2009
Uniqueness of Low-Rank Matrix Completion by Rigidity Theory A. Singer Mihai Cucuringu 136 137 0 23 Feb 2009
Matrix Completion from a Few Entries Raghunandan H. Keshavan Andrea Montanari Sewoong Oh 447 1,247 0 20 Jan 2009
Mixed membership stochastic blockmodels E. Airoldi David M. Blei S. Fienberg Eric Xing 511 2,122 0 30 May 2007