| Guarantees for Spectral Clustering with Fairness Constraints | Jan 24, 2019 | ClusteringFairness | CodeCode Available | 0 | 5 |
| Hierarchical Stochastic Block Model for Community Detection in Multiplex Networks | Mar 30, 2019 | Community DetectionStochastic Block Model | CodeCode Available | 0 | 5 |
| Community Detection in the Stochastic Block Model by Mixed Integer Programming | Jan 26, 2021 | Community DetectionStochastic Block Model | CodeCode Available | 0 | 5 |
| Efficiently inferring community structure in bipartite networks | Mar 12, 2014 | Community DetectionStochastic Block Model | CodeCode Available | 0 | 5 |
| Spectral Clustering of Graphs with the Bethe Hessian | Jun 7, 2014 | ClusteringStochastic Block Model | CodeCode Available | 0 | 5 |
| Spectral Clustering for Directed Graphs via Likelihood Estimation on Stochastic Block Models | Mar 28, 2024 | ClusteringGraph Clustering | CodeCode Available | 0 | 5 |
| MMSE of probabilistic low-rank matrix estimation: Universality with respect to the output channel | Jul 14, 2015 | Stochastic Block Model | CodeCode Available | 0 | 5 |
| Community Detection with Graph Neural Networks | Oct 25, 2018 | Community DetectionGraph Classification | CodeCode Available | 0 | 5 |
| Multi-Frequency Joint Community Detection and Phase Synchronization | Jun 16, 2022 | Community DetectionStochastic Block Model | CodeCode Available | 0 | 5 |
| Multi-view Banded Spectral Clustering with Application to ICD9 Clustering | Apr 6, 2018 | ClusteringCommunity Detection | CodeCode Available | 0 | 5 |
| Non-backtracking Graph Neural Networks | Oct 11, 2023 | Graph Neural NetworkNode Classification | CodeCode Available | 0 | 5 |
| Almost exact recovery in noisy semi-supervised learning | Jul 29, 2020 | ClusteringCommunity Detection | CodeCode Available | 0 | 5 |
| Optimal Sampling and Clustering in the Stochastic Block Model | Dec 1, 2019 | ClusteringStochastic Block Model | CodeCode Available | 0 | 5 |
| Bayesian community detection for networks with covariates | Mar 4, 2022 | Community DetectionStochastic Block Model | CodeCode Available | 0 | 5 |
| An improved spectral clustering method for community detection under the degree-corrected stochastic blockmodel | Nov 12, 2020 | ClusteringCommunity Detection | —Unverified | 0 | 0 |
| Combining Random Walks and Nonparametric Bayesian Topic Model for Community Detection | Jul 19, 2016 | Community DetectionStochastic Block Model | —Unverified | 0 | 0 |
| An Impossibility Result for Reconstruction in a Degree-Corrected Planted-Partition Model | Nov 2, 2015 | Stochastic Block Model | —Unverified | 0 | 0 |
| A Dirichlet stochastic block model for composition-weighted networks | Aug 1, 2024 | ClusteringModel Selection | —Unverified | 0 | 0 |
| Gap-Free Clustering: Sensitivity and Robustness of SDP | Aug 29, 2023 | ClusteringGraph Clustering | —Unverified | 0 | 0 |
| Clustering with Noisy Queries | Jun 22, 2017 | ClusteringEntity Resolution | —Unverified | 0 | 0 |
| Clustering Sparse Graphs | Dec 1, 2012 | ClusteringStochastic Block Model | —Unverified | 0 | 0 |
| Clustering Partially Observed Graphs via Convex Optimization | Apr 25, 2011 | ClusteringStochastic Block Model | —Unverified | 0 | 0 |
| Adapting the Stochastic Block Model to Edge-Weighted Networks | May 24, 2013 | Stochastic Block Model | —Unverified | 0 | 0 |
| Achieving the KS threshold in the general stochastic block model with linearized acyclic belief propagation | Dec 1, 2016 | ClusteringCommunity Detection | —Unverified | 0 | 0 |
| Clustering Network Layers With the Strata Multilayer Stochastic Block Model | Jul 7, 2015 | ClusteringStochastic Block Model | —Unverified | 0 | 0 |
