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Stochastic Block Model

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TitleStatusHype
Fast and reliable inference algorithm for hierarchical stochastic block models—0
Theoretical and Computational Guarantees of Mean Field Variational Inference for Community Detection—0
A Bayesian Method for Joint Clustering of Vectorial Data and Network DataCode0
Algorithmic detectability threshold of the stochastic block model—0
Bayesian estimation from few samples: community detection and related problems—0
A statistical interpretation of spectral embedding: the generalised random dot product graph—0
The Geometric Block Model—0
Rates of Convergence of Spectral Methods for Graphon Estimation—0
A Compressive Sensing Approach to Community Detection with Applications—0
A network approach to topic modelsCode1
An Ensemble Framework for Detecting Community Changes in Dynamic Networks—0
Query Complexity of Clustering with Side Information—0
Clustering with Noisy Queries—0
Exponential error rates of SDP for block models: Beyond Grothendieck's inequality—0
Supervised Community Detection with Line Graph Neural NetworksCode0
K-sets+: a Linear-time Clustering Algorithm for Data Points with a Sparse Similarity Measure—0
Semiparametric spectral modeling of the Drosophila connectomeCode0
Spectral clustering in the dynamic stochastic block model—0
Hierarchical Clustering: Objective Functions and Algorithms—0
Community Detection and Stochastic Block Models—0
Solving SDPs for synchronization and MaxCut problems via the Grothendieck inequality—0
On Consistency of Compressive Spectral Clustering—0
Achieving the KS threshold in the general stochastic block model with linearized acyclic belief propagation—0
Community Detection on Evolving Graphs—0
Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models—0
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