Clustering

Multiscale Topological Trajectory Classification with Persistent Homology RSS 2014 Near-Optimal-Sample Estimators for Spherical Gaussian Mixtures NeurIPS 2014 NMF-KNN: Image Annotation using Weighted Multi-view Non-negative Matrix Factorization CVPR 2014 On a Theory of Nonparametric Pairwise Similarity for Clustering: Connecting Clustering to Classification NeurIPS 2014 On Integrated Clustering and Outlier Detection NeurIPS 2014 Online Clustering of Bandits ICML 2014 On the relations of LFPs & Neural Spike Trains NeurIPS 2014 Optimal rates for k-NN density and mode estimation NeurIPS 2014 Parallel Sampling of HDPs using Sub-Cluster Splits NeurIPS 2014 Prediction and Clustering in Signed Networks: A Local to Global Perspective JMLR 2014 Rectangular Tiling Process ICML 2014 Robust Bayesian Max-Margin Clustering NeurIPS 2014 Robust Distance Metric Learning via Simultaneous L1-Norm Minimization and Maximization ICML 2014 Robust Hierarchical Clustering JMLR 2014 Robust Subspace Segmentation with Block-diagonal Prior CVPR 2014 Scaling Nonparametric Bayesian Inference via Subsample-Annealing AISTATS 2014 SCAMS: Simultaneous Clustering and Model Selection CVPR 2014 Semi-Supervised Eigenvectors for Large-Scale Locally-Biased Learning JMLR 2014 Semi-supervised Spectral Clustering for Image Set Classification CVPR 2014 Sensory Integration and Density Estimation NeurIPS 2014 SMERED: A Bayesian Approach to Graphical Record Linkage and De-duplication AISTATS 2014 Smooth Representation Clustering CVPR 2014 Spectral Clustering of graphs with the Bethe Hessian NeurIPS 2014 Spectral Clustering with Jensen-type Kernels and their Multi-point Extensions CVPR 2014 Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing NeurIPS 2014