Clustering

Bayesian Hierarchical Cross-Clustering AISTATS 2011 Bayesian Partitioning of Large-Scale Distance Data NeurIPS 2011 Beyond Spectral Clustering - Tight Relaxations of Balanced Graph Cuts NeurIPS 2011 CARP: Software for Fishing Out Good Clustering Algorithms JMLR 2011 Clustered Multi-Task Learning Via Alternating Structure Optimization NeurIPS 2011 Clustering Algorithms for Chains JMLR 2011 Clustering via Dirichlet Process Mixture Models for Portable Skill Discovery NeurIPS 2011 Confidence Sets for Network Structure NeurIPS 2011 Convergence of Distributed Asynchronous Learning Vector Quantization Algorithms JMLR 2011 Co-regularized Multi-view Spectral Clustering NeurIPS 2011 Cross-Domain Object Matching with Model Selection AISTATS 2011 Crowdclustering NeurIPS 2011 Dimensionality Reduction for Spectral Clustering AISTATS 2011 Discussion of “The Discrete Infinite Logistic Normal Distribution for Mixed-Membership Modeling” AISTATS 2011 Distance Dependent Chinese Restaurant Processes JMLR 2011 Efficient and Effective Visual Codebook Generation Using Additive Kernels JMLR 2011 Evolving Cluster Mixed-Membership Blockmodel for Time-Evolving Networks AISTATS 2011 Fast and Accurate k-means For Large Datasets NeurIPS 2011 Forest Density Estimation JMLR 2011 Group Anomaly Detection using Flexible Genre Models NeurIPS 2011 Hierarchical Topic Modeling for Analysis of Time-Evolving Personal Choices NeurIPS 2011 Higher-Order Correlation Clustering for Image Segmentation NeurIPS 2011 Improving Topic Coherence with Regularized Topic Models NeurIPS 2011 Inferring Interaction Networks using the IBP applied to microRNA Target Prediction NeurIPS 2011 Information Theoretical Clustering via Semidefinite Programming AISTATS 2011