Clustering

High-Rank Matrix Completion AISTATS 2012 How They Vote: Issue-Adjusted Models of Legislative Behavior NeurIPS 2012 Human memory search as a random walk in a semantic network NeurIPS 2012 Identification of Recurrent Patterns in the Activation of Brain Networks NeurIPS 2012 Information Theoretic Model Validation for Spectral Clustering AISTATS 2012 Learning High-Density Regions for a Generalized Kolmogorov-Smirnov Test in High-Dimensional Data NeurIPS 2012 Learning Manifolds with K-Means and K-Flats NeurIPS 2012 Learning Mixtures of Tree Graphical Models NeurIPS 2012 Learning Probability Measures with respect to Optimal Transport Metrics NeurIPS 2012 Learning Symbolic Representations of Hybrid Dynamical Systems JMLR 2012 Learning the Architecture of Sum-Product Networks Using Clustering on Variables NeurIPS 2012 Learning to Discover Social Circles in Ego Networks NeurIPS 2012 Learning with Partially Absorbing Random Walks NeurIPS 2012 Lightning-speed Structure Learning of Nonlinear Continuous Networks AISTATS 2012 Locality Preserving Feature Learning AISTATS 2012 Locating Changes in Highly Dependent Data with Unknown Number of Change Points NeurIPS 2012 Maximum Margin Temporal Clustering AISTATS 2012 Minimizing Sparse High-Order Energies by Submodular Vertex-Cover NeurIPS 2012 Multi-Assignment Clustering for Boolean Data JMLR 2012 Multi-criteria Anomaly Detection using Pareto Depth Analysis NeurIPS 2012 Multiresolution Mixture Modeling using Merging of Mixture Components ACML 2012 Natural Images, Gaussian Mixtures and Dead Leaves NeurIPS 2012 Online Clustering of Processes AISTATS 2012 Online Clustering with Experts AISTATS 2012 Online Learning of a Dirichlet Process Mixture of Generalized Dirichlet Distributions for Simultaneous Clustering and Localized Feature Selection ACML 2012