Clustering

Towards an Axiomatic Approach to Hierarchical Clustering of Measures JMLR 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 A Tensor Approach to Learning Mixed Membership Community Models JMLR 2014 Axioms for Graph Clustering Quality Functions JMLR 2014 Cluster Canonical Correlation Analysis AISTATS 2014 Community Detection via Random and Adaptive Sampling COLT 2014 Constructing Robust Affinity Graphs for Spectral Clustering CVPR 2014 Demystifying Information-Theoretic Clustering ICML 2014 Distributed Balanced Clustering via Mapping Coresets NeurIPS 2014 Factorized Point Process Intensities: A Spatial Analysis of Professional Basketball ICML 2014 Fast Computation of Wasserstein Barycenters ICML 2014 Graph Clustering With Missing Data: Convex Algorithms and Analysis NeurIPS 2014 Incremental Clustering: The Case for Extra Clusters NeurIPS 2014 Large Scale Multi-view Stereopsis Evaluation CVPR 2014 Local algorithms for interactive clustering ICML 2014 Prediction and Clustering in Signed Networks: A Local to Global Perspective JMLR 2014 Robust Bayesian Max-Margin Clustering NeurIPS 2014 Robust Hierarchical Clustering JMLR 2014 Sketching the Support of a Probability Measure AISTATS 2014 Spectral Clustering of graphs with the Bethe Hessian NeurIPS 2014 Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance ICML 2014 Streaming, Memory Limited Algorithms for Community Detection NeurIPS 2014 Subspace Clustering for Sequential Data CVPR 2014