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Stochastic Block Model

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Showing 101–150 of 370 papers

TitleStatusHype
Community Detection with Known, Unknown, or Partially Known Auxiliary Latent Variables—0
Homophily modulates double descent generalization in graph convolution networksCode0
A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks—0
Learning Coherent Clusters in Weakly-Connected Network Systems—0
DiSC: Differential Spectral Clustering of FeaturesCode0
Scalable Spectral Clustering with Group Fairness ConstraintsCode0
Analysis of Convolutions, Non-linearity and Depth in Graph Neural Networks using Neural Tangent KernelCode0
On Classification Thresholds for Graph Attention with Edge Features—0
Serialized Interacting Mixed Membership Stochastic Block ModelCode0
Community Detection in the Hypergraph SBM: Exact Recovery Given the Similarity Matrix—0
Lost in the Shuffle: Testing Power in the Presence of Errorful Network Vertex Labels—0
Minimax Rates for Robust Community Detection—0
Perspectives and constraints on neural network models of neurobiological processesCode0
Community Recovery in the Geometric Block Model—0
Controllability of Coarsely Measured Networked Linear Dynamical Systems (Extended Version)—0
Multi-Frequency Joint Community Detection and Phase SynchronizationCode0
Sparse Subspace Clustering in Diverse Multiplex Network Model—0
Semi-Supervised Clustering of Sparse Graphs: Crossing the Information-Theoretic Threshold—0
Recurrent segmentation meets block models in temporal networks—0
The Multivariate Community Hawkes Model for Dependent Relational Events in Continuous-time NetworksCode0
Effects of Graph Convolutions in Multi-layer Networks—0
Spectral Algorithms Optimally Recover Planted Sub-structures—0
Sparse random hypergraphs: Non-backtracking spectra and community detectionCode0
Bayesian community detection for networks with covariatesCode0
On consistency of constrained spectral clustering under representation-aware stochastic block model—0
Social Learning under Platform Influence: Consensus and Persistent Disagreement—0
Exact Community Recovery over Signed Graphs—0
Recovering Unbalanced Communities in the Stochastic Block Model With Application to Clustering with a Faulty Oracle—0
A Compressed Sensing Based Least Squares Approach to Semi-supervised Local Cluster ExtractionCode0
Differentially Private Community Detection for Stochastic Block Models—0
Learning with latent group sparsity via heat flow dynamics on networks—0
Systematic assessment of the quality of fit of the stochastic block model for empirical networks—0
Matrix Completion with Hierarchical Graph Side Information—0
Non-Convex Joint Community Detection and Group Synchronization via Generalized Power Method—0
Partial recovery and weak consistency in the non-uniform hypergraph Stochastic Block Model—0
An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guaranteesCode0
Optimality of variational inference for stochasticblock model with missing links—0
Robust recovery for stochastic block models—0
On the Stability of Low Pass Graph Filter With a Large Number of Edge Rewires—0
Unraveling the graph structure of tabular data through Bayesian and spectral analysis—0
A useful criterion on studying consistent estimation in community detection—0
Quantifying the Controllability of Coarsely Characterized Networked Dynamical Systems—0
LEARNING GUARANTEES FOR GRAPH CONVOLUTIONAL NETWORKS ON THE STOCHASTIC BLOCK MODEL—0
Community detection for weighted bipartite networks—0
On the Fundamental Limits of Matrix Completion: Leveraging Hierarchical Similarity Graphs—0
Ergodic Limits, Relaxations, and Geometric Properties of Random Walk Node Embeddings—0
Modeling Sense Structure in Word Usage Graphs with the Weighted Stochastic Block ModelCode0
Structure Amplification on Multi-layer Stochastic Block Models—0
The decomposition of the higher-order homology embedding constructed from the k-LaplacianCode0
Towards a Query-Optimal and Time-Efficient Algorithm for Clustering with a Faulty Oracle—0
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