k-means clustering

Sparse Embedded k-Means Clustering NeurIPS 2017 Stability of Prosodic Characteristics Across Age and Gender Groups Interspeech 2017 The Impact of Random Models on Clustering Similarity JMLR 2017 Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering ICML 2017 Uniform Deviation Bounds for k-Means Clustering ICML 2017 A Characterization of Linkage-Based Hierarchical Clustering JMLR 2016 A Constant-Factor Bi-Criteria Approximation Guarantee for k-means++ NeurIPS 2016 Back to the Future: Radial Basis Function Networks Revisited AISTATS 2016 Clustering with Bregman Divergences: an Asymptotic Analysis NeurIPS 2016 Clustering with Same-Cluster Queries NeurIPS 2016 Communication-Optimal Distributed Clustering NeurIPS 2016 Density Estimation via Discrepancy Based Adaptive Sequential Partition NeurIPS 2016 Discriminatively Embedded K-Means for Multi-View Clustering CVPR 2016 Distance Metric Learning for Aspect Phrase Grouping COLING 2016 Fast and Provably Good Seedings for k-Means NeurIPS 2016 Fast k-means with accurate bounds ICML 2016 Fast learning rates with heavy-tailed losses NeurIPS 2016 K-Means Clustering with Distributed Dimensions ICML 2016 k-variates++: more pluses in the k-means++ ICML 2016 On Lloyd’s Algorithm: New Theoretical Insights for Clustering in Practice AISTATS 2016 Robust k-means: a Theoretical Revisit NeurIPS 2016 Speeding up k-means by approximating Euclidean distances via block vectors ICML 2016 Unipolar Depression vs. Bipolar Disorder: An Elicitation-Based Approach to Short-Term Detection of Mood Disorder Interspeech 2016 Community Detection via Measure Space Embedding NeurIPS 2015 Local Identification of Overcomplete Dictionaries JMLR 2015