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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

How to tell when a clustering is (approximately) correct using convex relaxations NIPS 2018
Provable Variable Selection for Streaming Features ICML 2018
Joint Discriminative Embedding Learning, Speech Activity and Overlap Detection for the DIHARD Speaker Diarization Challenge INTERSPEECH 2018
Automatic Assessment of L2 English Word Prosody Using Weighted Distances of F0 and Intensity Contours INTERSPEECH 2018
Clustering is semidefinitely not that hard: Nonnegative SDP for manifold disentangling JMLR 2018
Distributed Clustering via LSH Based Data Partitioning ICML 2018
A Cluster Elastic Net for Multivariate Regression JMLR 2018
Unsupervised Discovery of Non-native Phonetic Patterns in L2 English Speech for Mispronunciation Detection and Diagnosis INTERSPEECH 2018
Clustering Semi-Random Mixtures of Gaussians ICML 2018
Differentially Private k-Means with Constant Multiplicative Error NIPS 2018
Can clustering scale sublinearly with its clusters? A variational EM acceleration of GMMs and k-means AISTATS 2018
Clustering Algorithms for the Centralized and Local Models ALT 2018
Using Aspect Extraction Approaches to Generate Review Summaries and User Profiles NAACL 2018
Distributed and Provably Good Seedings for k-Means in Constant Rounds ICML 2017
Residual Expansion Algorithm: Fast and Effective Optimization for Nonconvex Least Squares Problems CVPR 2017
The Impact of Random Models on Clustering Similarity JMLR 2017
Differentially Private Clustering in High-Dimensional Euclidean Spaces ICML 2017
Learning Mixture of Gaussians with Streaming Data NIPS 2017
Multiple Kernel Clustering Framework with Improved Kernels IJCAI 2017
Uniform Deviation Bounds for k-Means Clustering ICML 2017
Finding Dominant User Utterances And System Responses in Conversations IJCNLP 2017
Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering ICML 2017
Sparse Embedded $k$-Means Clustering NIPS 2017
Approximation Bounds for Hierarchical Clustering: Average Linkage, Bisecting K-means, and Local Search NIPS 2017
Clustering Stable Instances of Euclidean k-means. NIPS 2017