conftrace_

community detection

276 papers

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Co-occurring keywords

stochastic block model (146) graph clustering (195) network analysis (194) spectral clustering (305) graph theory (249) graph neural network (3962) link prediction (624) spectral method (204) variational inference (2069) unsupervised learning (3264)

Papers

Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations ICML 2016
Estimating the Size of a Large Network and its Communities from a Random Sample NIPS 2016
Community Detection on Evolving Graphs NIPS 2016
Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models NIPS 2016
Robust Spectral Detection of Global Structures in the Data by Learning a Regularization NIPS 2016
Graph Clustering: Block-models and model free results NIPS 2016
Local Network Community Detection with Continuous Optimization of Conductance and Weighted Kernel K-Means JMLR 2016
Unsupervised Learning from Noisy Networks with Applications to Hi-C Data NIPS 2016
Clustering Signed Networks with the Geometric Mean of Laplacians NIPS 2016
Scalable MCMC for Mixed Membership Stochastic Blockmodels AISTATS 2016
Achieving the KS threshold in the general stochastic block model with linearized acyclic belief propagation NIPS 2016
Optimal Cluster Recovery in the Labeled Stochastic Block Model NIPS 2016
Learning Communities in the Presence of Errors COLT 2016
Spectral thresholds in the bipartite stochastic block model COLT 2016
Semidefinite Programs for Exact Recovery of a Hidden Community COLT 2016
Information-theoretic thresholds for community detection in sparse networks COLT 2016
On the low-rank approach for semidefinite programs arising in synchronization and community detection COLT 2016
Stochastic Block Transition Models for Dynamic Networks AISTATS 2015
A class of network models recoverable by spectral clustering NIPS 2015
Subsampled Power Iteration: a Unified Algorithm for Block Models and Planted CSP's NIPS 2015
A Divide and Conquer Framework for Distributed Graph Clustering ICML 2015
Community Detection Using Time-Dependent Personalized PageRank ICML 2015
Online Tensor Methods for Learning Latent Variable Models JMLR 2015
Weakly Supervised Graph Based Semantic Segmentation by Learning Communities of Image-Parts ICCV 2015
Stochastic Block Model and Community Detection in Sparse Graphs: A spectral algorithm with optimal rate of recovery COLT 2015