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Clustering

756 papers

Papers per year

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Papers

The Time-Marginalized Coalescent Prior for Hierarchical Clustering NIPS 2012
Scalable Inference of Overlapping Communities NIPS 2012
Submodular-Bregman and the Lovász-Bregman Divergences with Applications NIPS 2012
Semi-Crowdsourced Clustering: Generalizing Crowd Labeling by Robust Distance Metric Learning NIPS 2012
Online Learning of a Dirichlet Process Mixture of Generalized Dirichlet Distributions for Simultaneous Clustering and Localized Feature Selection ACML 2012
Statistical Models for Exploring Individual Email Communication Behavior ACML 2012
Graphlet decomposition of a weighted network AISTATS 2012
Information Theoretic Model Validation for Spectral Clustering AISTATS 2012
Subset Infinite Relational Models AISTATS 2012
Consistency and Rates for Clustering with DBSCAN AISTATS 2012
Constrained 1-Spectral Clustering AISTATS 2012
Spectral Clustering of Graphs with General Degrees in the Extended Planted Partition Model COLT 2012
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
Fast and Accurate k-means For Large Datasets NIPS 2011
Hierarchical Topic Modeling for Analysis of Time-Evolving Personal Choices NIPS 2011
On U-processes and clustering performance NIPS 2011
Confidence Sets for Network Structure NIPS 2011
A Machine Learning Approach to Predict Chemical Reactions NIPS 2011
Shaping Level Sets with Submodular Functions NIPS 2011
Minimax Localization of Structural Information in Large Noisy Matrices NIPS 2011
Crowdclustering NIPS 2011
Manifold Precis: An Annealing Technique for Diverse Sampling of Manifolds NIPS 2011
Group Anomaly Detection using Flexible Genre Models NIPS 2011