Learning Communities in the Presence of Errors

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Learning Communities in the Presence of Errors

10 November 2015

Yury Makarychev

Aravindan Vijayaraghavan

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Papers citing "Learning Communities in the Presence of Errors"

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Title
SubSearch: Robust Estimation and Outlier Detection for Stochastic Block Models via Subgraph Search Leonardo Martins Bianco Christine Keribin Zacharie Naulet 60 0 0 04 Jun 2025
A Sublinear-Time Spectral Clustering Oracle with Improved Preprocessing Time Ranran Shen Pan Peng 65 0 0 27 Oct 2023
Minimax Rates for Robust Community Detection Allen Liu Ankur Moitra 64 14 0 25 Jul 2022
Robust Estimation for Random Graphs Jayadev Acharya Ayush Jain Gautam Kamath A. Suresh Huanyu Zhang 93 9 0 09 Nov 2021
Sparse PCA: Algorithms, Adversarial Perturbations and Certificates Tommaso dÓrsi Pravesh Kothari Gleb Novikov David Steurer AAML 133 25 0 12 Nov 2020
Achieving the Bayes Error Rate in Synchronization and Block Models by SDP, Robustly Yingjie Fei Yudong Chen 273 24 0 21 Apr 2019
Convex Relaxation Methods for Community Detection Xiaodong Li Yudong Chen Jiaming Xu 131 51 0 30 Sep 2018
Exponential error rates of SDP for block models: Beyond Grothendieck's inequality Yingjie Fei Yudong Chen 320 35 0 23 May 2017
Community Detection and Stochastic Block Models Emmanuel Abbe 188 1,200 0 29 Mar 2017
Learning from Untrusted Data Moses Charikar Jacob Steinhardt Gregory Valiant FedML OOD 134 300 0 07 Nov 2016
How Robust are Reconstruction Thresholds for Community Detection? Ankur Moitra William Perry Alexander S. Wein 144 83 0 04 Nov 2015
A semidefinite program for unbalanced multisection in the stochastic block model William Perry Alexander S. Wein 207 50 0 20 Jul 2015