conftrace_

stochastic blockmodel

21 papers

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Co-occurring keywords

community detection (276) network analysis (194) variational inference (2069) mixed membership (9) graph clustering (195) spectral clustering (305) hierarchical clustering (232) mixed membership stochastic blockmodel (4) community discovery (6) latent variable model (564)

Papers

Community detection in sparse latent space models JMLR 2022
Inference for Multiple Heterogeneous Networks with a Common Invariant Subspace JMLR 2021
When random initializations help: a study of variational inference for community detection JMLR 2021
A Theoretical Case Study of Structured Variational Inference for Community Detection AISTATS 2020
Stochastic Blockmodels meet Graph Neural Networks ICML 2019
Unperturbed: spectral analysis beyond Davis-Kahan ALT 2018
Mean Field for the Stochastic Blockmodel: Optimization Landscape and Convergence Issues NIPS 2018
Overlapping Clustering Models, and One (class) SVM to Bind Them All NIPS 2018
Hierarchical Clustering Beyond the Worst-Case NIPS 2017
Scalable MCMC for Mixed Membership Stochastic Blockmodels AISTATS 2016
Graphons, mergeons, and so on! NIPS 2016
The Consistency of Common Neighbors for Link Prediction in Stochastic Blockmodels NIPS 2015
Consistency of Spectral Partitioning of Uniform Hypergraphs under Planted Partition Model NIPS 2014
Bayesian Hierarchical Community Discovery NIPS 2013
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel NIPS 2013
Stochastic blockmodeling of relational event dynamics AISTATS 2013
Scalable Inference of Overlapping Communities NIPS 2012
Subset Infinite Relational Models AISTATS 2012
Confidence Sets for Network Structure NIPS 2011
Mixed Membership Stochastic Blockmodels NIPS 2008
Mixed Membership Stochastic Blockmodels JMLR 2008