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Clustering

756 directly classified papers

Papers per year

Papers

A Local Algorithm for Finding Well-Connected Clusters ICML 2013
Multiclass Total Variation Clustering NIPS 2013
A Binary-Classification-Based Metric between Time-Series Distributions and Its Use in Statistical and Learning Problems JMLR 2013
Robust Trajectory Clustering for Motion Segmentation ICCV 2013
Robust Subspace Clustering via Half-Quadratic Minimization ICCV 2013
Efficient Higher-Order Clustering on the Grassmann Manifold ICCV 2013
Discovering Details and Scene Structure with Hierarchical Iconoid Shift ICCV 2013
Scoring Workers in Crowdsourcing: How Many Control Questions are Enough? NIPS 2013
Efficient Online Inference for Bayesian Nonparametric Relational Models NIPS 2013
Semi-supervised Clustering by Input Pattern Assisted Pairwise Similarity Matrix Completion ICML 2013
Measuring Crowd Collectiveness CVPR 2013
Finding Group Interactions in Social Clutter CVPR 2013
FastEx: Hash Clustering with Exponential Families NIPS 2012
Statistical Models for Exploring Individual Email Communication Behavior ACML 2012
Online Learning of a Dirichlet Process Mixture of Generalized Dirichlet Distributions for Simultaneous Clustering and Localized Feature Selection ACML 2012
Subset Infinite Relational Models AISTATS 2012
Forging The Graphs: A Low Rank and Positive Semidefinite Graph Learning Approach NIPS 2012
Reducing statistical time-series problems to binary classification NIPS 2012
Learning to Discover Social Circles in Ego Networks NIPS 2012
Submodular-Bregman and the Lovász-Bregman Divergences with Applications NIPS 2012
Scalable Inference of Overlapping Communities NIPS 2012
Learning Probability Measures with respect to Optimal Transport Metrics NIPS 2012
Identification of Recurrent Patterns in the Activation of Brain Networks NIPS 2012
Automatic Feature Induction for Stagewise Collaborative Filtering NIPS 2012
Efficient Sampling for Bipartite Matching Problems NIPS 2012