conftrace_

network clustering

20 papers

Explore in graph

Co-occurring keywords

community detection (276) stochastic block model (146) network analysis (194) spectral clustering (305) graph theory (249) graph clustering (195) graph mining (37) unsupervised learning (3264) signed network (14) multi-layer network (6)

Papers

The Map Equation Goes Neural: Mapping Network Flows with Graph Neural Networks NIPS 2024
Exact recovery and Bregman hard clustering of node-attributed Stochastic Block Model NIPS 2023
Community models for networks observed through edge nominations JMLR 2023
Sampling random graph homomorphisms and applications to network data analysis JMLR 2023
Distributed Community Detection in Large Networks JMLR 2023
An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees ICML 2022
Regularized spectral methods for clustering signed networks JMLR 2021
Hybrid-order Stochastic Block Model AAAI 2021
Community-Centric Graph Convolutional Network for Unsupervised Community Detection IJCAI 2020
Optimal Bipartite Network Clustering JMLR 2020
Fragmentation Coagulation Based Mixed Membership Stochastic Blockmodel AAAI 2020
Improved Parallel Algorithms for Density-Based Network Clustering ICML 2019
Higher-Order Multi-Layer Community Detection AAAI 2019
Tensor Decomposition for Multilayer Networks Clustering AAAI 2019
Optimal Sampling and Clustering in the Stochastic Block Model NIPS 2019
On clustering network-valued data NIPS 2017
Improving Stochastic Block Models by Incorporating Power-Law Degree Characteristic IJCAI 2017
Streaming, Memory Limited Algorithms for Community Detection NIPS 2014
Prediction and Clustering in Signed Networks: A Local to Global Perspective JMLR 2014
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel NIPS 2013