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| Semiparametric spectral modeling of the Drosophila connectome | May 9, 2017 | PositionStochastic Block Model | CodeCode Available | 0 |
| Inference and Visualization of Community Structure in Attributed Hypergraphs Using Mixed-Membership Stochastic Block Models | Jan 1, 2024 | AttributeDimensionality Reduction | CodeCode Available | 0 |
| Supervised Community Detection with Line Graph Neural Networks | May 23, 2017 | Community DetectionGraph Classification | CodeCode Available | 0 |
| Semi-Supervised Clustering with Inaccurate Pairwise Annotations | Apr 5, 2021 | ClusteringStochastic Block Model | CodeCode Available | 0 |
| SPONGE: A generalized eigenproblem for clustering signed networks | Apr 18, 2019 | ClusteringConstrained Clustering | CodeCode Available | 0 |
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| DiSC: Differential Spectral Clustering of Features | Nov 10, 2022 | ClusteringStochastic Block Model | CodeCode Available | 0 |
| Serialized Interacting Mixed Membership Stochastic Block Model | Sep 16, 2022 | modelRecommendation Systems | CodeCode Available | 0 |
| On semidefinite relaxations for the block model | Jun 21, 2014 | Community DetectionGraphon Estimation | CodeCode Available | 0 |
| Interactions in information spread: quantification and interpretation using stochastic block models | Apr 9, 2020 | Stochastic Block Model | CodeCode Available | 0 |
| Bayesian community detection for networks with covariates | Mar 4, 2022 | Community DetectionStochastic Block Model | CodeCode Available | 0 |
| An Investigation of Representation and Allocation Harms in Contrastive Learning | Oct 2, 2023 | Contrastive LearningSelf-Supervised Learning | CodeCode Available | 0 |
| Assortative-Constrained Stochastic Block Models | Apr 21, 2020 | Community DetectionStochastic Block Model | CodeCode Available | 0 |
| Joint Community Detection and Rotational Synchronization via Semidefinite Programming | May 13, 2021 | Community DetectionStochastic Block Model | CodeCode Available | 0 |
| A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks | Jul 4, 2023 | Community Detectionimage-classification | CodeCode Available | 0 |
| Efficiently inferring community structure in bipartite networks | Mar 12, 2014 | Community DetectionStochastic Block Model | CodeCode Available | 0 |
| Latent space models for multiplex networks with shared structure | Dec 28, 2020 | Stochastic Block Model | CodeCode Available | 0 |
| Simultaneous Dimensionality and Complexity Model Selection for Spectral Graph Clustering | Apr 5, 2019 | ClusteringGraph Clustering | CodeCode Available | 0 |
| Simultaneous prediction and community detection for networks with application to neuroimaging | Feb 5, 2020 | ClusteringCommunity Detection | CodeCode Available | 0 |
| Almost exact recovery in noisy semi-supervised learning | Jul 29, 2020 | ClusteringCommunity Detection | CodeCode Available | 0 |
| Targeted sampling from massive block model graphs with personalized PageRank | Oct 4, 2019 | ClusteringStochastic Block Model | CodeCode Available | 0 |
| A Compressed Sensing Based Least Squares Approach to Semi-supervised Local Cluster Extraction | Feb 7, 2022 | Clusteringcompressed sensing | CodeCode Available | 0 |
| Homophily modulates double descent generalization in graph convolution networks | Dec 26, 2022 | Graph LearningLearning Theory | CodeCode Available | 0 |