Matrix estimation by Universal Singular Value Thresholding

6 December 2012

Papers citing "Matrix estimation by Universal Singular Value Thresholding"

50 / 248 papers shown

Title
Model Agnostic Time Series Analysis via Matrix Estimation Anish Agarwal M. Amjad Devavrat Shah Dennis Shen AI4TS 12 35 0 25 Feb 2018
Harnessing Structures in Big Data via Guaranteed Low-Rank Matrix Estimation Yudong Chen Yuejie Chi 8 170 0 23 Feb 2018
Nonparametric Estimation of Low Rank Matrix Valued Function Fan Zhou 18 2 0 17 Feb 2018
Vertex nomination: The canonical sampling and the extended spectral nomination schemes J. Yoder Li-Wei Chen H. Pao Eric W. Bridgeford Keith D. Levin D. E. Fishkind Carey Priebe V. Lyzinski 16 18 0 14 Feb 2018
Spectral State Compression of Markov Processes Anru R. Zhang Mengdi Wang 21 49 0 08 Feb 2018
Adaptive Estimation of Noise Variance and Matrix Estimation via USVT Algorithm Mona Azadkia 16 2 0 28 Jan 2018
Iterative Collaborative Filtering for Sparse Matrix Estimation C. Borgs J. Chayes Devavrat Shah Christina E. Lee 22 39 0 03 Dec 2017
Robust Synthetic Control M. Amjad Devavrat Shah Dennis Shen 18 142 0 18 Nov 2017
Model-free Nonconvex Matrix Completion: Local Minima Analysis and Applications in Memory-efficient Kernel PCA Ji Chen Xiaodong Li 43 27 0 06 Nov 2017
From which world is your graph? Cheng Li F. M. F. Wong Zhenming Liu Varun Kanade 22 6 0 03 Nov 2017
Minimax Rates and Efficient Algorithms for Noisy Sorting Cheng Mao Jonathan Niles-Weed Philippe Rigollet 28 40 0 28 Oct 2017
Matrix Completion Methods for Causal Panel Data Models Susan Athey Mohsen Bayati Nikolay Doudchenko Guido Imbens Khashayar Khosravi 30 412 0 27 Oct 2017
Projective, Sparse, and Learnable Latent Position Network Models Neil A. Spencer C. Shalizi 16 3 0 27 Sep 2017
Entrywise Eigenvector Analysis of Random Matrices with Low Expected Rank Emmanuel Abbe Jianqing Fan Kaizheng Wang Yiqiao Zhong 27 248 0 27 Sep 2017
Statistical inference on random dot product graphs: a survey A. Athreya D. E. Fishkind Keith D. Levin V. Lyzinski Youngser Park Yichen Qin D. Sussman M. Tang Joshua T. Vogelstein Carey E. Priebe 20 247 0 16 Sep 2017
Rates of Convergence of Spectral Methods for Graphon Estimation Jiaming Xu 20 81 0 10 Sep 2017
Low Permutation-rank Matrices: Structural Properties and Noisy Completion Nihar B. Shah Sivaraman Balakrishnan Martin J. Wainwright 16 18 0 01 Sep 2017
On sparsity, power-law and clustering properties of graphex processes François Caron F. Panero Judith Rousseau 19 10 0 10 Aug 2017
Adaptive Estimation of Nonparametric Geometric Graphs Yohann De Castro C. Lacour T. Ngoc 17 16 0 07 Aug 2017
Worst-case vs Average-case Design for Estimation from Fixed Pairwise Comparisons A. Pananjady Cheng Mao Vidya Muthukumar Martin J. Wainwright T. Courtade 21 22 0 19 Jul 2017
Structured Matrix Estimation and Completion Olga Klopp Yu Lu Alexandre B. Tsybakov Harrison H. Zhou 25 20 0 07 Jul 2017
Multi-sample Estimation of Bacterial Composition Matrix in Metagenomics Data Yuanpei Cao Anru R. Zhang Hongzhe Li 13 11 0 07 Jun 2017
Provable Estimation of the Number of Blocks in Block Models Bowei Yan Purnamrita Sarkar Xiuyuan Cheng 21 32 0 24 May 2017
Why are Big Data Matrices Approximately Low Rank? Madeleine Udell Alex Townsend 19 25 0 21 May 2017
Nearest Neighbors for Matrix Estimation Interpreted as Blind Regression for Latent Variable Model Yihua Li Devavrat Shah Dogyoon Song C. Yu 13 22 0 13 May 2017
Semiparametric spectral modeling of the Drosophila connectome Carey E. Priebe Youngser Park M. Tang A. Athreya V. Lyzinski ... Yichen Qin Benjamin T. Cocanougher K. Eichler Marta Zlatic Albert Cardona 21 28 0 09 May 2017
Exploration of Large Networks with Covariates via Fast and Universal Latent Space Model Fitting Zhuang Ma Zongming Ma 12 11 0 05 May 2017
Matchability of heterogeneous networks pairs V. Lyzinski D. Sussman 22 5 0 05 May 2017
Denoising Linear Models with Permuted Data A. Pananjady Martin J. Wainwright T. Courtade 27 73 0 24 Apr 2017
Constructing confidence sets for the matrix completion problem Alexandra Carpentier Olga Klopp Matthias Loffler 18 6 0 10 Apr 2017
Reducing Crowdsourcing to Graphon Estimation, Statistically Devavrat Shah Christina E. Lee 18 23 0 23 Mar 2017
Asymptotic performance of PCA for high-dimensional heteroscedastic data David Hong Laura Balzano Jeffrey A. Fessler 28 54 0 20 Mar 2017
Optimal graphon estimation in cut distance Olga Klopp Nicolas Verzélen 13 29 0 15 Mar 2017
On the Power of Truncated SVD for General High-rank Matrix Estimation Problems S. Du Yining Wang Aarti Singh 24 16 0 22 Feb 2017
Network cross-validation by edge sampling Tianxi Li Elizaveta Levina Ji Zhu 11 158 0 14 Dec 2016
A Semidefinite Program for Structured Blockmodels David S. Choi 19 0 0 16 Nov 2016
Sharper Bounds for Regularized Data Fitting H. Avron K. Clarkson David P. Woodruff 22 58 0 10 Nov 2016
Towards a Theoretical Analysis of PCA for Heteroscedastic Data David Hong Laura Balzano Jeffrey A. Fessler 14 16 0 12 Oct 2016
Connectome Smoothing via Low-rank Approximations Runze Tange M. Ketcha A. Badea Evan Calabrese D. Margulies Joshua T. Vogelstein Carey E. Priebe D. Sussman 9 35 0 06 Sep 2016
Adaptive confidence sets for matrix completion Alexandra Carpentier Olga Klopp Matthias Loffler Richard Nickl 27 27 0 17 Aug 2016
Linear Regression with an Unknown Permutation: Statistical and Computational Limits A. Pananjady Martin J. Wainwright T. Courtade 13 47 0 09 Aug 2016
Optimal Rates of Statistical Seriation Nicolas Flammarion Cheng Mao Philippe Rigollet 23 59 0 08 Jul 2016
On Mixed Memberships and Symmetric Nonnegative Matrix Factorizations Xueyu Mao Purnamrita Sarkar Deepayan Chakrabarti 11 50 0 01 Jul 2016
On clustering network-valued data Soumendu Sundar Mukherjee Purnamrita Sarkar Lizhen Lin 17 42 0 08 Jun 2016
Information Recovery in Shuffled Graphs via Graph Matching V. Lyzinski 14 32 0 08 May 2016
Rate-Optimal Perturbation Bounds for Singular Subspaces with Applications to High-Dimensional Statistics T. Tony Cai Anru R. Zhang 17 155 0 02 May 2016
1-bit Matrix Completion: PAC-Bayesian Analysis of a Variational Approximation V. Cottet Pierre Alquier 29 36 0 14 Apr 2016
When is Nontrivial Estimation Possible for Graphons and Stochastic Block Models? Audra McMillan Adam D. Smith 16 3 0 07 Apr 2016
On Estimation in Tournaments and Graphs under Monotonicity Constraints S. Chatterjee S. Mukherjee 17 27 0 15 Mar 2016
Laplacian Eigenmaps from Sparse, Noisy Similarity Measurements Keith D. Levin V. Lyzinski 11 14 0 12 Mar 2016