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k-means clustering

235 papers

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Also known as

K-MEANS|| K-MEANS++ KM K-MEANS

Co-occurring keywords

approximation algorithm (630) clustering algorithm (206) unsupervised learning (3255) k-median clustering (31) differential privacy (1010) coreset construction (40) outlier detection (318) spectral clustering (304) dimensionality reduction (720) multi-view clustering (199)

Papers

K-Medoids For K-Means Seeding NIPS 2017
COBRA: A Fast and Simple Method for Active Clustering with Pairwise Constraints IJCAI 2017
Stability of Prosodic Characteristics Across Age and Gender Groups INTERSPEECH 2017
Distance Metric Learning for Aspect Phrase Grouping COLING 2016
A Characterization of Linkage-Based Hierarchical Clustering JMLR 2016
On Lloyd’s Algorithm: New Theoretical Insights for Clustering in Practice AISTATS 2016
Discriminatively Embedded K-Means for Multi-View Clustering CVPR 2016
Fast learning rates with heavy-tailed losses NIPS 2016
Back to the Future: Radial Basis Function Networks Revisited AISTATS 2016
K-Means Clustering with Distributed Dimensions ICML 2016
k-variates++: more pluses in the k-means++ ICML 2016
Unipolar Depression vs. Bipolar Disorder: An Elicitation-Based Approach to Short-Term Detection of Mood Disorder INTERSPEECH 2016
Fast and Provably Good Seedings for k-Means NIPS 2016
Communication-Optimal Distributed Clustering NIPS 2016
Clustering with Bregman Divergences: an Asymptotic Analysis NIPS 2016
Fast k-means with accurate bounds ICML 2016
Robust k-means: a Theoretical Revisit NIPS 2016
Clustering with Same-Cluster Queries NIPS 2016
Speeding up k-means by approximating Euclidean distances via block vectors ICML 2016
Yinyang K-Means: A Drop-In Replacement of the Classic K-Means with Consistent Speedup ICML 2015
Community Detection via Measure Space Embedding NIPS 2015
Tradeoffs for Space, Time, Data and Risk in Unsupervised Learning AISTATS 2015
Local Identification of Overcomplete Dictionaries JMLR 2015
Web Scale Photo Hash Clustering on A Single Machine CVPR 2015
Superpixel Segmentation Using Linear Spectral Clustering CVPR 2015