Clustering

Tree-Guided MCMC Inference for Normalized Random Measure Mixture Models NeurIPS 2015 Unsupervised Simultaneous Orthogonal Basis Clustering Feature Selection CVPR 2015 Unsupervised Trajectory Clustering via Adaptive Multi-Kernel-Based Shrinkage ICCV 2015 Video Co-Summarization: Video Summarization by Visual Co-Occurrence CVPR 2015 Volumetric Bias in Segmentation and Reconstruction: Secrets and Solutions ICCV 2015 Web-Scale Image Clustering Revisited ICCV 2015 Web Scale Photo Hash Clustering on A Single Machine CVPR 2015 Weighted Theta Functions and Embeddings with Applications to Max-Cut, Clustering and Summarization NeurIPS 2015 Yinyang K-Means: A Drop-In Replacement of the Classic K-Means with Consistent Speedup ICML 2015 Adaptive Variable Clustering in Gaussian Graphical Models AISTATS 2014 A Deep Semi-NMF Model for Learning Hidden Representations ICML 2014 A Discriminative Latent Variable Model for Online Clustering ICML 2014 Admixture of Poisson MRFs: A Topic Model with Word Dependencies ICML 2014 A Highly Scalable Parallel Algorithm for Isotropic Total Variation Models ICML 2014 A Multigraph Representation for Improved Unsupervised/Semi-supervised Learning of Human Actions CVPR 2014 Approximating Hierarchical MV-sets for Hierarchical Clustering NeurIPS 2014 A Single-Pass Algorithm for Efficiently Recovering Sparse Cluster Centers of High-dimensional Data ICML 2014 Asymmetrical Gauss Mixture Models for Point Sets Matching CVPR 2014 A Tensor Approach to Learning Mixed Membership Community Models JMLR 2014 Automatic Discovery of Cognitive Skills to Improve the Prediction of Student Learning NeurIPS 2014 Axioms for Graph Clustering Quality Functions JMLR 2014 Bayesian Nonparametric Multilevel Clustering with Group-Level Contexts ICML 2014 Bayesian Nonparametric Poisson Factorization for Recommendation Systems AISTATS 2014 Belief propagation, robust reconstruction and optimal recovery of block models COLT 2014 Beta Diffusion Trees ICML 2014