| Fast Network Community Detection with Profile-Pseudo Likelihood Methods | Nov 1, 2020 | Community DetectionStochastic Block Model | CodeCode Available | 0 |
| Sketch-based community detection in evolving networks | Sep 24, 2020 | Community DetectionStochastic Block Model | —Unverified | 0 |
| Overlapping community detection in networks via sparse spectral decomposition | Sep 20, 2020 | ClusteringCommunity Detection | CodeCode Available | 0 |
| Hierarchical community structure in networks | Sep 15, 2020 | Community DetectionStochastic Block Model | CodeCode Available | 0 |
| Nondiagonal Mixture of Dirichlet Network Distributions for Analyzing a Stock Ownership Network | Sep 8, 2020 | Link PredictionStochastic Block Model | —Unverified | 0 |
| Estimation in Tensor Ising Models | Aug 29, 2020 | Stochastic Block Model | —Unverified | 0 |
| Community recovery in non-binary and temporal stochastic block models | Aug 11, 2020 | Stochastic Block ModelTime Series | CodeCode Available | 0 |
| Community models for networks observed through edge nominations | Aug 9, 2020 | ClusteringCommunity Detection | —Unverified | 0 |
| Fractal Gaussian Networks: A sparse random graph model based on Gaussian Multiplicative Chaos | Aug 7, 2020 | parameter estimationStochastic Block Model | —Unverified | 0 |
| Almost exact recovery in noisy semi-supervised learning | Jul 29, 2020 | ClusteringCommunity Detection | CodeCode Available | 0 |
| Tractably Modelling Dependence in Networks Beyond Exchangeability | Jul 28, 2020 | ClusteringStochastic Block Model | —Unverified | 0 |
| Scaling Graph Clustering with Distributed Sketches | Jul 24, 2020 | ClusteringGraph Clustering | —Unverified | 0 |
| The multilayer random dot product graph | Jul 20, 2020 | Link PredictionStochastic Block Model | CodeCode Available | 0 |
| Non-Convex Exact Community Recovery in Stochastic Block Model | Jun 29, 2020 | Community DetectionStochastic Block Model | CodeCode Available | 0 |
| Statistical inference of assortative community structures | Jun 25, 2020 | Community DetectionModel Selection | —Unverified | 0 |
| Adaptive Universal Generalized PageRank Graph Neural Network | Jun 14, 2020 | GPRGraph Neural Network | CodeCode Available | 1 |
| Estimation of dense stochastic block models visited by random walks | Jun 14, 2020 | Stochastic Block Model | —Unverified | 0 |
| Community detection in sparse time-evolving graphs with a dynamical Bethe-Hessian | Jun 3, 2020 | Community DetectionStochastic Block Model | CodeCode Available | 0 |
| Information-Theoretic Limits for the Matrix Tensor Product | May 22, 2020 | Stochastic Block Model | —Unverified | 0 |
| Neural Stochastic Block Model & Scalable Community-Based Graph Learning | May 16, 2020 | Community DetectionGraph Attention | —Unverified | 0 |
| Consistency of Spectral Clustering on Hierarchical Stochastic Block Models | Apr 30, 2020 | ClusteringStochastic Block Model | —Unverified | 0 |
| Assortative-Constrained Stochastic Block Models | Apr 21, 2020 | Community DetectionStochastic Block Model | CodeCode Available | 0 |
| Strong Consistency, Graph Laplacians, and the Stochastic Block Model | Apr 21, 2020 | ClusteringCommunity Detection | —Unverified | 0 |
| Exact recovery and sharp thresholds of Stochastic Ising Block Model | Apr 13, 2020 | Stochastic Block Model | —Unverified | 0 |
| Reliable Time Prediction in the Markov Stochastic Block Model | Apr 9, 2020 | ClusteringCollaborative Filtering | CodeCode Available | 0 |
