Clustering

Noisy Sparse Subspace Clustering JMLR 2016 Nonparametric Network Models for Link Prediction JMLR 2016 On collapsed representation of hierarchical Completely Random Measures ICML 2016 Online Low-Rank Subspace Clustering by Basis Dictionary Pursuit ICML 2016 Online Trans-dimensional von Mises-Fisher Mixture Models for User Profiles JMLR 2016 On Lloyd’s Algorithm: New Theoretical Insights for Clustering in Practice AISTATS 2016 On Mixtures of Markov Chains NeurIPS 2016 On Robustness of Kernel Clustering NeurIPS 2016 On the Estimation of the Gradient Lines of a Density and the Consistency of the Mean-Shift Algorithm JMLR 2016 On the low-rank approach for semidefinite programs arising in synchronization and community detection COLT 2016 Optimal Cluster Recovery in the Labeled Stochastic Block Model NeurIPS 2016 Optimal Estimation and Completion of Matrices with Biclustering Structures JMLR 2016 Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering CVPR 2016 Parallel Markov Chain Monte Carlo via Spectral Clustering AISTATS 2016 Predicting sentential semantic compatibility for aggregation in text-to-text generation COLING 2016 Priors for Speaker Counting and Diarization with AHC Interspeech 2016 Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization CVPR 2016 Reddit Temporal N-gram Corpus and its Applications on Paraphrase and Semantic Similarity in Social Media using a Topic-based Latent Semantic Analysis COLING 2016 ReD-SFA: Relation Discovery Based Slow Feature Analysis for Trajectory Clustering CVPR 2016 Robust k-means: a Theoretical Revisit NeurIPS 2016 Robust Spectral Detection of Global Structures in the Data by Learning a Regularization NeurIPS 2016 Robust Tensor Factorization With Unknown Noise CVPR 2016 Scalable Approximate Bayesian Inference for Outlier Detection under Informative Sampling JMLR 2016 Scalable Exemplar Clustering and Facility Location via Augmented Block Coordinate Descent with Column Generation AISTATS 2016 Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit CVPR 2016