Computational Lower Bounds for Community Detection on Random Graphs

25 June 2014

Jiaming Xu

Papers citing "Computational Lower Bounds for Community Detection on Random Graphs"

20 / 20 papers shown

Title
Detection of Model-based Planted Pseudo-cliques in Random Dot Product Graphs by the Adjacency Spectral Embedding and the Graph Encoder Embedding Tong Qi V. Lyzinski 13 0 0 18 Dec 2023
Localized geometry detection in scale-free random graphs G. Bet Riccardo Michielan C. Stegehuis 17 0 0 06 Mar 2023
Planted Dense Subgraphs in Dense Random Graphs Can Be Recovered using Graph-based Machine Learning Itay Levinas Y. Louzoun 21 1 0 05 Jan 2022
Lattice-Based Methods Surpass Sum-of-Squares in Clustering Ilias Zadik M. Song Alexander S. Wein Joan Bruna 11 35 0 07 Dec 2021
Inferring Hidden Structures in Random Graphs Wasim Huleihel 14 7 0 05 Oct 2021
Random Subgraph Detection Using Queries Wasim Huleihel A. Mazumdar S. Pal 23 6 0 02 Oct 2021
Statistical Query Algorithms and Low-Degree Tests Are Almost Equivalent Matthew Brennan Guy Bresler Samuel B. Hopkins J. Li T. Schramm 19 62 0 13 Sep 2020
Open Problem: Average-Case Hardness of Hypergraphic Planted Clique Detection Yuetian Luo Anru R. Zhang 22 14 0 12 Sep 2020
Tensor Clustering with Planted Structures: Statistical Optimality and Computational Limits Yuetian Luo Anru R. Zhang 24 44 0 21 May 2020
Reducibility and Statistical-Computational Gaps from Secret Leakage Matthew Brennan Guy Bresler 21 85 0 16 May 2020
Notes on Computational Hardness of Hypothesis Testing: Predictions using the Low-Degree Likelihood Ratio Dmitriy Kunisky Alexander S. Wein Afonso S. Bandeira 19 135 0 26 Jul 2019
Optimal Average-Case Reductions to Sparse PCA: From Weak Assumptions to Strong Hardness Matthew Brennan Guy Bresler 21 50 0 20 Feb 2019
Universality of Computational Lower Bounds for Submatrix Detection Matthew Brennan Guy Bresler Wasim Huleihel 27 26 0 19 Feb 2019
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
Inference in Sparse Graphs with Pairwise Measurements and Side Information Dylan J. Foster Daniel Reichman Karthik Sridharan 19 7 0 08 Mar 2017
Tensor SVD: Statistical and Computational Limits Anru R. Zhang Dong Xia 21 166 0 08 Mar 2017
The use of deep learning in image segmentation, classification and detection Mihai-Sorin Badea Iulian-Ionut Felea L. Florea C. Vertan 39 41 0 31 May 2016
Improved Sum-of-Squares Lower Bounds for Hidden Clique and Hidden Submatrix Problems Y. Deshpande Andrea Montanari 25 84 0 23 Feb 2015
Achieving Exact Cluster Recovery Threshold via Semidefinite Programming Bruce Hajek Yihong Wu Jiaming Xu 53 249 0 24 Nov 2014
Statistical and computational trade-offs in estimation of sparse principal components Tengyao Wang Quentin Berthet R. Samworth 56 136 0 22 Aug 2014