Clustering

A Local Algorithm for Finding Well-Connected Clusters ICML 2013 A Practical Algorithm for Topic Modeling with Provable Guarantees ICML 2013 A Scalable Unsupervised Feature Merging Approach to Efficient Dimensionality Reduction of High-Dimensional Visual Data ICCV 2013 A simple example of Dirichlet process mixture inconsistency for the number of components NeurIPS 2013 A Tensor Spectral Approach to Learning Mixed Membership Community Models COLT 2013 A Variational Approximation for Topic Modeling of Hierarchical Corpora ICML 2013 A Video Representation Using Temporal Superpixels CVPR 2013 Bayesian Hierarchical Community Discovery NeurIPS 2013 Bayesian learning of joint distributions of objects AISTATS 2013 Binary to Bushy: Bayesian Hierarchical Clustering with the Beta Coalescent NeurIPS 2013 Breaking the Small Cluster Barrier of Graph Clustering ICML 2013 Capturing Layers in Image Collections with Componential Models: From the Layered Epitome to the Componential Counting Grid CVPR 2013 Cartesian K-Means CVPR 2013 Cluster Analysis: Unsupervised Learning via Supervised Learning with a Non-convex Penalty JMLR 2013 Clustered Support Vector Machines AISTATS 2013 Clustering Oligarchies AISTATS 2013 Cluster Trees on Manifolds NeurIPS 2013 Consensus of k-NNs for Robust Neighborhood Selection on Graph-Based Manifolds CVPR 2013 Constrained Clustering and Its Application to Face Clustering in Videos CVPR 2013 Constraints as Features CVPR 2013 Contrastive Learning Using Spectral Methods NeurIPS 2013 Copy or Coincidence? A Model for Detecting Social Influence and Duplication Events ICML 2013 Correlation Adaptive Subspace Segmentation by Trace Lasso ICCV 2013 Correntropy Induced L2 Graph for Robust Subspace Clustering ICCV 2013 Density estimation from unweighted k-nearest neighbor graphs: a roadmap NeurIPS 2013