Clustering

Beta-Negative Binomial Process and Exchangeable Random Partitions for Mixed-Membership Modeling NeurIPS 2014 Bibliographic Analysis with the Citation Network Topic Model ACML 2014 Biclustering Using Message Passing NeurIPS 2014 Capturing Long-tail Distributions of Object Subcategories CVPR 2014 Capturing Semantically Meaningful Word Dependencies with an Admixture of Poisson MRFs NeurIPS 2014 Clustered factor analysis of multineuronal spike data NeurIPS 2014 Clustering from Labels and Time-Varying Graphs NeurIPS 2014 Clustering Hidden Markov Models with Variational HEM JMLR 2014 Clustering in the Presence of Background Noise ICML 2014 Clustering Partially Observed Graphs via Convex Optimization JMLR 2014 Community Detection via Random and Adaptive Sampling COLT 2014 Consistency of Spectral Partitioning of Uniform Hypergraphs under Planted Partition Model NeurIPS 2014 Constructing Robust Affinity Graphs for Spectral Clustering CVPR 2014 Convex Optimization Procedure for Clustering: Theoretical Revisit NeurIPS 2014 Coresets for k-Segmentation of Streaming Data NeurIPS 2014 Cut, Glue & Cut: A Fast, Approximate Solver for Multicut Partitioning CVPR 2014 Demystifying Information-Theoretic Clustering ICML 2014 Density-preserving quantization with application to graph downsampling COLT 2014 Dependent nonparametric trees for dynamic hierarchical clustering NeurIPS 2014 Discrete Graph Hashing NeurIPS 2014 Distributed Balanced Clustering via Mapping Coresets NeurIPS 2014 Divide-and-Conquer Learning by Anchoring a Conical Hull NeurIPS 2014 Dual-Space Decomposition of 2D Complex Shapes CVPR 2014 Ellipsoidal Rounding for Nonnegative Matrix Factorization Under Noisy Separability JMLR 2014 Factoring Variations in Natural Images with Deep Gaussian Mixture Models NeurIPS 2014