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Clustering

756 directly classified papers

Papers per year

Papers

Clustering Sparse Graphs NIPS 2012
Modelling Reciprocating Relationships with Hawkes Processes NIPS 2012
Clustering Aggregation as Maximum-Weight Independent Set NIPS 2012
Small-Variance Asymptotics for Exponential Family Dirichlet Process Mixture Models NIPS 2012
Dip-means: an incremental clustering method for estimating the number of clusters NIPS 2012
The Time-Marginalized Coalescent Prior for Hierarchical Clustering NIPS 2012
Semi-Crowdsourced Clustering: Generalizing Crowd Labeling by Robust Distance Metric Learning NIPS 2012
Constrained 1-Spectral Clustering AISTATS 2012
Consistency and Rates for Clustering with DBSCAN AISTATS 2012
Information Theoretic Model Validation for Spectral Clustering AISTATS 2012
Graphlet decomposition of a weighted network AISTATS 2012
Spectral Clustering of Graphs with General Degrees in the Extended Planted Partition Model COLT 2012
Fast and Accurate k-means For Large Datasets NIPS 2011
Hierarchical Topic Modeling for Analysis of Time-Evolving Personal Choices NIPS 2011
Shaping Level Sets with Submodular Functions NIPS 2011
Minimax Localization of Structural Information in Large Noisy Matrices NIPS 2011
Manifold Precis: An Annealing Technique for Diverse Sampling of Manifolds NIPS 2011
Scalable Training of Mixture Models via Coresets NIPS 2011
Co-regularized Multi-view Spectral Clustering NIPS 2011
Bayesian Partitioning of Large-Scale Distance Data NIPS 2011
Crowdclustering NIPS 2011
Group Anomaly Detection using Flexible Genre Models NIPS 2011
Sequential Event Prediction with Association Rules COLT 2011
Confidence Sets for Network Structure NIPS 2011
A Machine Learning Approach to Predict Chemical Reactions NIPS 2011