Clustering

Algebraic Geometric Comparison of Probability Distributions JMLR 2012 A Local Spectral Method for Graphs: With Applications to Improving Graph Partitions and Exploring Data Graphs Locally JMLR 2012 A Nonparametric Bayesian Model for Multiple Clustering with Overlapping Feature Views AISTATS 2012 A nonparametric variable clustering model NeurIPS 2012 A Spectral Algorithm for Latent Dirichlet Allocation NeurIPS 2012 Clustering Aggregation as Maximum-Weight Independent Set NeurIPS 2012 Clustering by Nonnegative Matrix Factorization Using Graph Random Walk NeurIPS 2012 Clustering Sparse Graphs NeurIPS 2012 Consistency and Rates for Clustering with DBSCAN AISTATS 2012 Constrained 1-Spectral Clustering AISTATS 2012 Convergence and Energy Landscape for Cheeger Cut Clustering NeurIPS 2012 Coupling Nonparametric Mixtures via Latent Dirichlet Processes NeurIPS 2012 Dip-means: an incremental clustering method for estimating the number of clusters NeurIPS 2012 Efficient Hypergraph Clustering AISTATS 2012 Emergence of Object-Selective Features in Unsupervised Feature Learning NeurIPS 2012 Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation AISTATS 2012 Factorized Asymptotic Bayesian Inference for Mixture Modeling AISTATS 2012 FastEx: Hash Clustering with Exponential Families NeurIPS 2012 Fast Variational Mode-Seeking AISTATS 2012 FFT-based Terrain Segmentation for Underwater Mapping RSS 2012 Finding Exemplars from Pairwise Dissimilarities via Simultaneous Sparse Recovery NeurIPS 2012 Forging The Graphs: A Low Rank and Positive Semidefinite Graph Learning Approach NeurIPS 2012 From Deformations to Parts: Motion-based Segmentation of 3D Objects NeurIPS 2012 Generalized Optimal Reverse Prediction AISTATS 2012 Graphlet decomposition of a weighted network AISTATS 2012