Computational barriers in minimax submatrix detection

23 September 2013

Papers citing "Computational barriers in minimax submatrix detection"

37 / 87 papers shown

Title
Notes on computational-to-statistical gaps: predictions using statistical physics Afonso S. Bandeira Amelia Perry Alexander S. Wein AI4CE 18 57 0 29 Mar 2018
Optimal link prediction with matrix logistic regression Nicolai Baldin Quentin Berthet 9 17 0 19 Mar 2018
Statistical and Computational Limits for Sparse Matrix Detection T. Tony Cai Yihong Wu 27 19 0 01 Jan 2018
The Sup-norm Perturbation of HOSVD and Low Rank Tensor Denoising Dong Xia Fan Zhou 22 0 0 05 Jul 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
Tensor SVD: Statistical and Computational Limits Anru R. Zhang Dong Xia 21 166 0 08 Mar 2017
Message-passing algorithms for synchronization problems over compact groups Amelia Perry Alexander S. Wein Afonso S. Bandeira Ankur Moitra 23 81 0 14 Oct 2016
Optimality and Sub-optimality of PCA for Spiked Random Matrices and Synchronization Amelia Perry Alexander S. Wein Afonso S. Bandeira Ankur Moitra 24 59 0 19 Sep 2016
Optimal Rates of Statistical Seriation Nicolas Flammarion Cheng Mao Philippe Rigollet 8 59 0 08 Jul 2016
The use of deep learning in image segmentation, classification and detection Mihai-Sorin Badea Iulian-Ionut Felea L. Florea C. Vertan 33 41 0 31 May 2016
Distribution-free Detection of a Submatrix E. Arias-Castro Yuchao Liu 7 5 0 25 Apr 2016
Semidefinite Programs for Exact Recovery of a Hidden Community Bruce Hajek Yihong Wu Jiaming Xu 29 32 0 20 Feb 2016
Sharp Computational-Statistical Phase Transitions via Oracle Computational Model Zhaoran Wang Quanquan Gu Han Liu 18 12 0 30 Dec 2015
Statistical physics of inference: Thresholds and algorithms Lenka Zdeborová Florent Krzakala AI4CE 4 419 0 08 Nov 2015
Submatrix localization via message passing Bruce Hajek Yihong Wu Jiaming Xu 11 26 0 30 Oct 2015
Information Limits for Recovering a Hidden Community Bruce Hajek Yihong Wu Jiaming Xu 13 76 0 25 Sep 2015
MMSE of probabilistic low-rank matrix estimation: Universality with respect to the output channel T. Lesieur Florent Krzakala Lenka Zdeborová 16 107 0 14 Jul 2015
Minimax Structured Normal Means Inference A. Krishnamurthy TPM 12 5 0 25 Jun 2015
Information Recovery from Pairwise Measurements Yuxin Chen Changho Suh Andrea J. Goldsmith 26 4 0 06 Apr 2015
Phase Transitions for High Dimensional Clustering and Related Problems Jiashun Jin Z. Ke Wanjie Wang 26 51 0 24 Feb 2015
Improved Sum-of-Squares Lower Bounds for Hidden Clique and Hidden Submatrix Problems Y. Deshpande Andrea Montanari 23 84 0 23 Feb 2015
Detection of Planted Solutions for Flat Satisfiability Problems Quentin Berthet J. Ellenberg 25 6 0 21 Feb 2015
Computational and Statistical Boundaries for Submatrix Localization in a Large Noisy Matrix T. Tony Cai Tengyuan Liang Alexander Rakhlin 32 61 0 06 Feb 2015
On the limitation of spectral methods: From the Gaussian hidden clique problem to rank one perturbations of Gaussian tensors Andrea Montanari Daniel Reichman Ofer Zeitouni 26 85 0 22 Nov 2014
Sparse CCA: Adaptive Estimation and Computational Barriers Chao Gao Zongming Ma Harrison H. Zhou 41 154 0 30 Sep 2014
Statistical and computational trade-offs in estimation of sparse principal components Tengyao Wang Quentin Berthet R. Samworth 56 136 0 22 Aug 2014
Computational Lower Bounds for Community Detection on Random Graphs Bruce Hajek Yihong Wu Jiaming Xu 32 112 0 25 Jun 2014
Information Recovery from Pairwise Measurements Yuxin Chen Andrea J. Goldsmith 31 25 0 28 Apr 2014
Lower bounds on the performance of polynomial-time algorithms for sparse linear regression Yuchen Zhang Martin J. Wainwright Michael I. Jordan 21 130 0 09 Feb 2014
Statistical-Computational Tradeoffs in Planted Problems and Submatrix Localization with a Growing Number of Clusters and Submatrices Yudong Chen Jiaming Xu 49 213 0 06 Feb 2014
Optimal Testing for Planted Satisfiability Problems Quentin Berthet 26 8 0 09 Jan 2014
Sparse PCA via Covariance Thresholding Y. Deshpande Andrea Montanari 42 105 0 20 Nov 2013
ECA: High Dimensional Elliptical Component Analysis in non-Gaussian Distributions Fang Han Han Liu 50 3 0 14 Oct 2013
Jointly Clustering Rows and Columns of Binary Matrices: Algorithms and Trade-offs Jiaming Xu Rui Wu Kai Zhu Bruce Hajek R. Srikant Lei Ying 50 44 0 01 Oct 2013
Incoherence-Optimal Matrix Completion Yudong Chen 39 205 0 01 Oct 2013
Volume Ratio, Sparsity, and Minimaxity under Unitarily Invariant Norms Zongming Ma Yihong Wu 45 34 0 15 Jun 2013
Matrix completion with column manipulation: Near-optimal sample-robustness-rank tradeoffs Yudong Chen Huan Xu C. Caramanis Sujay Sanghavi 42 29 0 10 Feb 2011