Computational barriers in minimax submatrix detection

23 September 2013

Papers citing "Computational barriers in minimax submatrix detection"

50 / 87 papers shown

Title
Cryptographic Hardness of Score Estimation Min Jae Song 33 0 0 04 Apr 2024
Computational and Statistical Thresholds in Multi-layer Stochastic Block Models Jing Lei Anru R. Zhang Zihan Zhu 26 4 0 13 Nov 2023
Detection-Recovery and Detection-Refutation Gaps via Reductions from Planted Clique Guy Bresler Tianze Jiang 16 3 0 30 Jun 2023
Detection and Recovery of Hidden Submatrices M. Dadon Wasim Huleihel Tamir Bendory 15 4 0 11 Jun 2023
Algorithmic Decorrelation and Planted Clique in Dependent Random Graphs: The Case of Extra Triangles Guy Bresler Chenghao Guo Yury Polyanskiy 39 1 0 17 May 2023
Detection of Dense Subhypergraphs by Low-Degree Polynomials A. Dhawan Cheng Mao Alexander S. Wein 42 8 0 17 Apr 2023
Statistical and computational rates in high rank tensor estimation Chanwoo Lee Miaoyan Wang 33 1 0 08 Apr 2023
A pseudo-likelihood approach to community detection in weighted networks Andressa Cerqueira Elizaveta Levina 14 3 0 10 Mar 2023
Planted Bipartite Graph Detection Asaf Rotenberg Wasim Huleihel O. Shayevitz 27 0 0 07 Feb 2023
The Franz-Parisi Criterion and Computational Trade-offs in High Dimensional Statistics Afonso S. Bandeira A. Alaoui Samuel B. Hopkins T. Schramm Alexander S. Wein Ilias Zadik 45 28 0 19 May 2022
Matrix Reordering for Noisy Disordered Matrices: Optimality and Computationally Efficient Algorithms T. Tony Cai Rong Ma 35 5 0 17 Jan 2022
On the Statistical Complexity of Sample Amplification Brian Axelrod Shivam Garg Yanjun Han Vatsal Sharan Gregory Valiant 17 4 0 12 Jan 2022
Lattice-Based Methods Surpass Sum-of-Squares in Clustering Ilias Zadik M. Song Alexander S. Wein Joan Bruna 17 35 0 07 Dec 2021
Inferring Hidden Structures in Random Graphs Wasim Huleihel 19 7 0 05 Oct 2021
Random Subgraph Detection Using Queries Wasim Huleihel A. Mazumdar S. Pal 25 6 0 02 Oct 2021
Logspace Reducibility From Secret Leakage Planted Clique Jay Mardia 21 0 0 25 Jul 2021
Average-Case Communication Complexity of Statistical Problems Cyrus Rashtchian David P. Woodruff Peng Ye Hanlin Zhu 22 5 0 03 Jul 2021
Lattice partition recovery with dyadic CART Oscar Hernan Madrid Padilla Yi Yu Alessandro Rinaldo 21 4 0 27 May 2021
Consistency of invariance-based randomization tests Yan Sun 35 19 0 25 Apr 2021
A Sieve Stochastic Gradient Descent Estimator for Online Nonparametric Regression in Sobolev ellipsoids Tianyu Zhang N. Simon 22 5 0 02 Apr 2021
A Goodness-of-fit Test on the Number of Biclusters in a Relational Data Matrix C. Watanabe Taiji Suzuki 25 0 0 23 Feb 2021
Exact Clustering in Tensor Block Model: Statistical Optimality and Computational Limit Rungang Han Yuetian Luo Miaoyan Wang Anru R. Zhang 44 39 0 18 Dec 2020
Statistical Query Algorithms and Low-Degree Tests Are Almost Equivalent Matthew Brennan Guy Bresler Samuel B. Hopkins Jingkai Li T. Schramm 19 62 0 13 Sep 2020
Open Problem: Average-Case Hardness of Hypergraphic Planted Clique Detection Yuetian Luo Anru R. Zhang 27 14 0 12 Sep 2020
Isotonic regression with unknown permutations: Statistics, computation, and adaptation A. Pananjady R. Samworth 16 25 0 05 Sep 2020
Computational Barriers to Estimation from Low-Degree Polynomials T. Schramm Alexander S. Wein 21 60 0 05 Aug 2020
Tensor Factor Model Estimation by Iterative Projection Yuefeng Han Rong Chen Dan Yang Cun-Hui Zhang AI4TS 25 25 0 04 Jun 2020
Computationally efficient sparse clustering Matthias Löffler Alexander S. Wein Afonso S. Bandeira 35 14 0 21 May 2020
Tensor Clustering with Planted Structures: Statistical Optimality and Computational Limits Yuetian Luo Anru R. Zhang 35 44 0 21 May 2020
Reducibility and Statistical-Computational Gaps from Secret Leakage Matthew Brennan Guy Bresler 29 86 0 16 May 2020
Phase Transitions for Detecting Latent Geometry in Random Graphs Matthew Brennan Guy Bresler Dheeraj M. Nagaraj 19 33 0 30 Oct 2019
Estimation of Wasserstein distances in the Spiked Transport Model Jonathan Niles-Weed Philippe Rigollet 25 102 0 16 Sep 2019
The Overlap Gap Property in Principal Submatrix Recovery D. Gamarnik Aukosh Jagannath S. Sen 14 27 0 26 Aug 2019
Average-Case Lower Bounds for Learning Sparse Mixtures, Robust Estimation and Semirandom Adversaries Matthew Brennan Guy Bresler 23 12 0 08 Aug 2019
More Supervision, Less Computation: Statistical-Computational Tradeoffs in Weakly Supervised Learning Xinyang Yi Zhaoran Wang Zhuoran Yang C. Caramanis Han Liu 11 6 0 14 Jul 2019
A Multiscale Scan Statistic for Adaptive Submatrix Localization Yuchao Liu E. Arias-Castro 16 4 0 20 Jun 2019
Accuracy-Memory Tradeoffs and Phase Transitions in Belief Propagation Vishesh Jain Frederic Koehler Jingbo Liu Elchanan Mossel 16 5 0 24 May 2019
Low-Rank Principal Eigenmatrix Analysis Krishnakumar Balasubramanian Elynn Y. Chen Jianqing Fan Xiang Wu 14 0 0 28 Apr 2019
Optimal Adaptivity of Signed-Polygon Statistics for Network Testing Jiashun Jin Z. Ke Shengming Luo 36 43 0 21 Apr 2019
Estimation of Monge Matrices Jan-Christian Hütter Cheng Mao Philippe Rigollet Elina Robeva 23 8 0 05 Apr 2019
Optimal Average-Case Reductions to Sparse PCA: From Weak Assumptions to Strong Hardness Matthew Brennan Guy Bresler 29 50 0 20 Feb 2019
Universality of Computational Lower Bounds for Submatrix Detection Matthew Brennan Guy Bresler Wasim Huleihel 35 26 0 19 Feb 2019
Minimax Rates in Network Analysis: Graphon Estimation, Community Detection and Hypothesis Testing Chao Gao Zongming Ma 24 34 0 14 Nov 2018
High-Temperature Structure Detection in Ferromagnets Yuan Cao Matey Neykov Han Liu 24 10 0 21 Sep 2018
Recovering a Single Community with Side Information H. Saad Aria Nosratinia 11 13 0 05 Sep 2018
Curse of Heterogeneity: Computational Barriers in Sparse Mixture Models and Phase Retrieval Jianqing Fan Han Liu Zhaoran Wang Zhuoran Yang 22 21 0 21 Aug 2018
Optimality and Sub-optimality of PCA I: Spiked Random Matrix Models Amelia Perry Alexander S. Wein Afonso S. Bandeira Ankur Moitra 22 108 0 02 Jul 2018
Reducibility and Computational Lower Bounds for Problems with Planted Sparse Structure Matthew Brennan Guy Bresler Wasim Huleihel 14 105 0 19 Jun 2018
Statistical Problems with Planted Structures: Information-Theoretical and Computational Limits Yihong Wu Jiaming Xu 22 37 0 31 May 2018
Distribution-Free, Size Adaptive Submatrix Detection with Acceleration Yuchao Liu Jiaqi Guo 21 2 0 29 Apr 2018