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Clustering

3,638 papers

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Papers

Noise Thresholds for Spectral Clustering NIPS 2011
Clustering via Dirichlet Process Mixture Models for Portable Skill Discovery NIPS 2011
Maximal Cliques that Satisfy Hard Constraints with Application to Deformable Object Model Learning NIPS 2011
Group Anomaly Detection using Flexible Genre Models NIPS 2011
An Unsupervised Decontamination Procedure For Improving The Reliability Of Human Judgments NIPS 2011
Sparse Manifold Clustering and Embedding NIPS 2011
The Discrete Infinite Logistic Normal Distribution for Mixed-Membership Modeling AISTATS 2011
Discussion of “The Discrete Infinite Logistic Normal Distribution for Mixed-Membership Modeling” AISTATS 2011
Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities AISTATS 2011
Multiscale Community Blockmodel for Network Exploration AISTATS 2011
Evolving Cluster Mixed-Membership Blockmodel for Time-Evolving Networks AISTATS 2011
Bayesian Hierarchical Cross-Clustering AISTATS 2011
TopicFlow Model: Unsupervised Learning of Topic-specific Influences of Hyperlinked Documents AISTATS 2011
Dimensionality Reduction for Spectral Clustering AISTATS 2011
Maximum Volume Clustering AISTATS 2011
Spectral Clustering on a Budget AISTATS 2011
Spectral Chinese Restaurant Processes: Nonparametric Clustering Based on Similarities AISTATS 2011
Information Theoretical Clustering via Semidefinite Programming AISTATS 2011
Cross-Domain Object Matching with Model Selection AISTATS 2011
Adaptive Density Level Set Clustering COLT 2011
CARP: Software for Fishing Out Good Clustering Algorithms JMLR 2011
Logistic Stick-Breaking Process JMLR 2011
Operator Norm Convergence of Spectral Clustering on Level Sets JMLR 2011
Forest Density Estimation JMLR 2011
Unsupervised Similarity-Based Risk Stratification for Cardiovascular Events Using Long-Term Time-Series Data JMLR 2011