Clustering

Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance ICML 2014 Statistical-Computational Phase Transitions in Planted Models: The High-Dimensional Setting ICML 2014 Stochastic Neighbor Compression ICML 2014 Streaming, Memory Limited Algorithms for Community Detection NeurIPS 2014 Submodular meets Structured: Finding Diverse Subsets in Exponentially-Large Structured Item Sets NeurIPS 2014 Subspace Clustering for Sequential Data CVPR 2014 The Bayesian Case Model: A Generative Approach for Case-Based Reasoning and Prototype Classification NeurIPS 2014 The Dependent Dirichlet Process Mixture of Objects for Detection-free Tracking and Object Modeling AISTATS 2014 The f-Adjusted Graph Laplacian: a Diagonal Modification with a Geometric Interpretation ICML 2014 The Infinite Mixture of Infinite Gaussian Mixtures NeurIPS 2014 The More, the Merrier: the Blessing of Dimensionality for Learning Large Gaussian Mixtures COLT 2014 The Student-t Mixture as a Natural Image Patch Prior with Application to Image Compression JMLR 2014 Tight Continuous Relaxation of the Balanced k-Cut Problem NeurIPS 2014 T-Linkage: A Continuous Relaxation of J-Linkage for Multi-Model Fitting CVPR 2014 Topic Modeling using Topics from Many Domains, Lifelong Learning and Big Data ICML 2014 Transitive Distance Clustering with K-Means Duality CVPR 2014 Unsupervised Spectral Dual Assignment Clustering of Human Actions in Context CVPR 2014 Von Mises-Fisher Clustering Models ICML 2014 Weighted Graph Clustering with Non-Uniform Uncertainties ICML 2014 Zeta Hull Pursuits: Learning Nonconvex Data Hulls NeurIPS 2014 A Bayesian Approach to Multimodal Visual Dictionary Learning CVPR 2013 A Fast Approximate AIB Algorithm for Distributional Word Clustering CVPR 2013 A Fast Semidefinite Approach to Solving Binary Quadratic Problems CVPR 2013 A Framework for Shape Analysis via Hilbert Space Embedding ICCV 2013 A Latent Source Model for Nonparametric Time Series Classification NeurIPS 2013