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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

Refined Learning Bounds for Kernel and Approximate $k$-Means NIPS 2021
Locally Private k-Means in One Round ICML 2021
Near-Optimal Algorithms for Explainable k-Medians and k-Means ICML 2021
Robust Unsupervised Learning via L-statistic Minimization ICML 2021
SenseCluster at SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection SEMEVAL 2020
Sliding Window Algorithms for k-Clustering Problems NIPS 2020
Robust $k$-means++ UAI 2020
Simple and sharp analysis of k-means|| ICML 2020
k-means++: few more steps yield constant approximation ICML 2020
Simple and Scalable Sparse k-means Clustering via Feature Ranking NIPS 2020
TUE at SemEval-2020 Task 1: Detecting Semantic Change by Clustering Contextual Word Embeddings SEMEVAL 2020
Entropy Weighted Power k-Means Clustering AISTATS 2020
Information-Theoretic Understanding of Population Risk Improvement with Model Compression AAAI 2020
Rk-means: Fast Clustering for Relational Data AISTATS 2020
Fast Noise Removal for k-Means Clustering AISTATS 2020
Private k-Means Clustering with Stability Assumptions AISTATS 2020
SenseCluster at SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection COLING 2020
Layered Sampling for Robust Optimization Problems ICML 2020
Sets Clustering ICML 2020
Explainable k-Means and k-Medians Clustering ICML 2020
The Sparse MinMax k-Means Algorithm for High-Dimensional Clustering IJCAI 2020
COVID-19 and Arabic Twitter: How can Arab World Governments and Public Health Organizations Learn from Social Media? ACL 2020
Suspicion-Free Adversarial Attacks on Clustering Algorithms AAAI 2020
Improved Guarantees for k-means++ and k-means++ Parallel NIPS 2020
Robust Algorithms for Online $k$-means Clustering ALT 2020