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Clustering

756 directly classified papers

Papers per year

Papers

Diversity-Induced Multi-View Subspace Clustering CVPR 2015
Web Scale Photo Hash Clustering on A Single Machine CVPR 2015
Yinyang K-Means: A Drop-In Replacement of the Classic K-Means with Consistent Speedup ICML 2015
Comparing Hard and Overlapping Clusterings JMLR 2015
A Convex Optimization Framework for Bi-Clustering ICML 2015
Functional Subspace Clustering with Application to Time Series ICML 2015
Coresets for Nonparametric Estimation - the Case of DP-Means ICML 2015
Temporal Subspace Clustering for Human Motion Segmentation ICCV 2015
Correlation Clustering with Noisy Partial Information COLT 2015
Weighted Graph Clustering with Non-Uniform Uncertainties ICML 2014
Fast Computation of Wasserstein Barycenters ICML 2014
Local algorithms for interactive clustering ICML 2014
Factorized Point Process Intensities: A Spatial Analysis of Professional Basketball ICML 2014
Distributed Balanced Clustering via Mapping Coresets NIPS 2014
Demystifying Information-Theoretic Clustering ICML 2014
Cluster Canonical Correlation Analysis AISTATS 2014
Graph Clustering With Missing Data: Convex Algorithms and Analysis NIPS 2014
Spectral Clustering of graphs with the Bethe Hessian NIPS 2014
Robust Bayesian Max-Margin Clustering NIPS 2014
Community Detection via Random and Adaptive Sampling COLT 2014
Sketching the Support of a Probability Measure AISTATS 2014
Tight Continuous Relaxation of the Balanced k-Cut Problem NIPS 2014
Constructing Robust Affinity Graphs for Spectral Clustering CVPR 2014
Large Scale Multi-view Stereopsis Evaluation CVPR 2014
Robust Hierarchical Clustering JMLR 2014