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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

Multi-Swap k-Means++ NIPS 2023
Zero-Shot Automatic Pronunciation Assessment INTERSPEECH 2023
Improving Unsupervised Relation Extraction by Augmenting Diverse Sentence Pairs EMNLP 2023
Linear Time Algorithms for k-means with Multi-Swap Local Search NIPS 2023
Clustering-Aware Negative Sampling for Unsupervised Sentence Representation ACL 2023
jelenasteam at SemEval-2023 Task 9: Quantification of Intimacy in Multilingual Tweets using Machine Learning Algorithms: A Comparative Study on the MINT Dataset SEMEVAL 2023
Locally Private k-Means Clustering with Constant Multiplicative Approximation and Near-Optimal Additive Error AAAI 2022
A Stylometric Analysis of Amadís de Gaula and Sergas de Esplandián AACL 2022
Mean Nyström Embeddings for Adaptive Compressive Learning AISTATS 2022
Coresets for Vertical Federated Learning: Regularized Linear Regression and $K$-Means Clustering NIPS 2022
FLS: A New Local Search Algorithm for K-means with Smaller Search Space IJCAI 2022
Adapting k-means Algorithms for Outliers ICML 2022
The Complexity of k-Means Clustering when Little is Known ICML 2022
Automatic Recognition of Emotional Subgroups in Images IJCAI 2022
Unsupervised Visual Representation Learning by Online Constrained K-Means CVPR 2022
Sketch-and-lift: scalable subsampled semidefinite program for K-means clustering AISTATS 2022
Bregman Power k-Means for Clustering Exponential Family Data ICML 2022
FriendlyCore: Practical Differentially Private Aggregation ICML 2022
Massively Parallel $k$-Means Clustering for Perturbation Resilient Instances ICML 2022
A Tighter Analysis of Spectral Clustering, and Beyond ICML 2022
How to Find a Good Explanation for Clustering? AAAI 2022
Convergence of online k-means AISTATS 2022
Regularized K-means Through Hard-Thresholding JMLR 2022
Wasserstein $K$-means for clustering probability distributions NIPS 2022
A Sampling-Based Approach for Efficient Clustering in Large Datasets CVPR 2022