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k-means clustering

267 papers

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Also known as

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

Co-occurring keywords · papers mentioning both

approximation algorithm (47) clustering algorithm (28) unsupervised learning (27) k-median clustering (18) differential privacy (15) coreset construction (12) outlier detection (9) spectral clustering (9) dimensionality reduction (8) multi-view clustering (8)

Papers

Unified K-Means Clustering with Label-Guided Manifold Learning ICML 2025 Uniform Mean Estimation for Heavy-Tailed Distributions via Median-of-Means ICML 2025 A Scalable Algorithm for Individually Fair k-Means Clustering AISTATS 2024 Bures-Wasserstein Means of Graphs AISTATS 2024 Community Detection Guarantees using Embeddings Learned by Node2Vec NeurIPS 2024 Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond ICML 2024 Data Thinning for Convolution-Closed Distributions JMLR 2024 Discriminatively Fuzzy Multi-View K-means Clustering with Local Structure Preserving AAAI 2024 DualVC 3: Leveraging Language Model Generated Pseudo Context for End-to-end Low Latency Streaming Voice Conversion Interspeech 2024 Efficient Federated Multi-View Clustering with Integrated Matrix Factorization and K-Means IJCAI 2024 Federated Multi-View Clustering via Tensor Factorization IJCAI 2024 K-means and hierarchical clustering of f0 contours Interspeech 2024 k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text ACL 2024 LCA-on-the-Line: Benchmarking Out of Distribution Generalization with Class Taxonomies ICML 2024 Low-Rank Kernel Tensor Learning for Incomplete Multi-View Clustering AAAI 2024 Nostra Domina at EvaLatin 2024: Improving Latin Polarity Detection through Data Augmentation COLING 2024 Parameterized Approximation Schemes for Fair-Range Clustering NeurIPS 2024 Personalized Reinforcement Learning with a Budget of Policies AAAI 2024 Probabilistic Sampling of Balanced K-Means using Adiabatic Quantum Computing CVPR 2024 Self-Supervised Coarsening of Unstructured Grid with Automatic Differentiation ICML 2024 Smooth Lower Bounds for Differentially Private Algorithms via Padding-and-Permuting Fingerprinting Codes COLT 2024 Statistically Optimal K-means Clustering via Nonnegative Low-rank Semidefinite Programming ICLR 2024 Sum-of-norms clustering does not separate nearby balls JMLR 2024 Towards Fairer Centroids in K-means Clustering AAAI 2024 Universal Weak Coreset AAAI 2024