Clustering

Tight Continuous Relaxation of the Balanced k-Cut Problem NeurIPS 2014 Weighted Graph Clustering with Non-Uniform Uncertainties ICML 2014 A Binary-Classification-Based Metric between Time-Series Distributions and Its Use in Statistical and Learning Problems JMLR 2013 A Local Algorithm for Finding Well-Connected Clusters ICML 2013 Bayesian Hierarchical Community Discovery NeurIPS 2013 Binary to Bushy: Bayesian Hierarchical Clustering with the Beta Coalescent NeurIPS 2013 Constrained fractional set programs and their application in local clustering and community detection ICML 2013 Discovering Details and Scene Structure with Hierarchical Iconoid Shift ICCV 2013 Distributed k-means and k-median Clustering on General Topologies NeurIPS 2013 Documents as multiple overlapping windows into grids of counts NeurIPS 2013 Dynamic Clustering via Asymptotics of the Dependent Dirichlet Process Mixture NeurIPS 2013 Efficient Higher-Order Clustering on the Grassmann Manifold ICCV 2013 Efficient Online Inference for Bayesian Nonparametric Relational Models NeurIPS 2013 Entropic Affinities: Properties and Efficient Numerical Computation ICML 2013 Fast Determinantal Point Process Sampling with Application to Clustering NeurIPS 2013 Feature Multi-Selection among Subjective Features ICML 2013 Finding Group Interactions in Social Clutter CVPR 2013 Measuring Crowd Collectiveness CVPR 2013 Modeling Overlapping Communities with Node Popularities NeurIPS 2013 Moment-based Uniform Deviation Bounds for k-means and Friends NeurIPS 2013 Multiclass Total Variation Clustering NeurIPS 2013 Nonparametric Multi-group Membership Model for Dynamic Networks NeurIPS 2013 Optimistic Concurrency Control for Distributed Unsupervised Learning NeurIPS 2013 Provable Subspace Clustering: When LRR meets SSC NeurIPS 2013 Rapid Distance-Based Outlier Detection via Sampling NeurIPS 2013