Clustering

Learning to Agglomerate Superpixel Hierarchies NeurIPS 2011 Linearized Alternating Direction Method with Adaptive Penalty for Low-Rank Representation NeurIPS 2011 Locally Defined Principal Curves and Surfaces JMLR 2011 Logistic Stick-Breaking Process JMLR 2011 Manifold Precis: An Annealing Technique for Diverse Sampling of Manifolds NeurIPS 2011 Maximal Cliques that Satisfy Hard Constraints with Application to Deformable Object Model Learning NeurIPS 2011 Maximum Volume Clustering AISTATS 2011 Minimax Localization of Structural Information in Large Noisy Matrices NeurIPS 2011 Multiscale Community Blockmodel for Network Exploration AISTATS 2011 Noise Thresholds for Spectral Clustering NeurIPS 2011 On U-processes and clustering performance NeurIPS 2011 Operator Norm Convergence of Spectral Clustering on Level Sets JMLR 2011 Scalable Training of Mixture Models via Coresets NeurIPS 2011 Shaping Level Sets with Submodular Functions NeurIPS 2011 Sparse Manifold Clustering and Embedding NeurIPS 2011 Spatial distance dependent Chinese restaurant processes for image segmentation NeurIPS 2011 Spectral Chinese Restaurant Processes: Nonparametric Clustering Based on Similarities AISTATS 2011 Spectral Clustering on a Budget AISTATS 2011 The arules R-Package Ecosystem: Analyzing Interesting Patterns from Large Transaction Data Sets JMLR 2011 The Discrete Infinite Logistic Normal Distribution for Mixed-Membership Modeling AISTATS 2011 The Doubly Correlated Nonparametric Topic Model NeurIPS 2011 TopicFlow Model: Unsupervised Learning of Topic-specific Influences of Hyperlinked Documents AISTATS 2011 Unsupervised Similarity-Based Risk Stratification for Cardiovascular Events Using Long-Term Time-Series Data JMLR 2011 An Alternative Prior Process for Nonparametric Bayesian Clustering AISTATS 2010 An Inverse Power Method for Nonlinear Eigenproblems with Applications in 1-Spectral Clustering and Sparse PCA NeurIPS 2010