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Learning Communities in the Presence of Errors
v1v2v3 (latest)

Learning Communities in the Presence of Errors

10 November 2015
K. Makarychev
Yury Makarychev
Aravindan Vijayaraghavan
ArXiv (abs)PDFHTML

Papers citing "Learning Communities in the Presence of Errors"

12 / 12 papers shown
Title
SubSearch: Robust Estimation and Outlier Detection for Stochastic Block Models via Subgraph Search
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
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
Minimax Rates for Robust Community Detection
Allen Liu
Ankur Moitra
64
14
0
25 Jul 2022
Robust Estimation for Random Graphs
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
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
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
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
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
Community Detection and Stochastic Block Models
Emmanuel Abbe
188
1,200
0
29 Mar 2017
Learning from Untrusted Data
Learning from Untrusted Data
Moses Charikar
Jacob Steinhardt
Gregory Valiant
FedMLOOD
134
300
0
07 Nov 2016
How Robust are Reconstruction Thresholds for Community Detection?
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
A semidefinite program for unbalanced multisection in the stochastic block model
William Perry
Alexander S. Wein
202
50
0
20 Jul 2015
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