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

Linear Time Algorithms for Individually Fair k-means via Multi-Swap Local Search AAAI 2026

Pseudo Multi-view K-means Clustering AAAI 2026

Behavioral-Similarity and Clustering-Based Methods for Static Graph Estimation in Hybrid GNNs (Student Abstract) AAAI 2026

Semantic Factor Analysis: Validating Personality Structure Recovery from empirically-mediated Word Embeddings EACL 2026

Squeezed Attention: Accelerating Long Context Length LLM Inference ACL 2025

Evaluating Sampling Strategies for Similarity-Based Short Answer Scoring: a Case Study in Thailand COLING 2025

LoD: Loss-difference OOD Detection by Intentionally Label-Noisifying Unlabeled Wild Data IJCAI 2025

Enhanced Unsupervised Discriminant Dimensionality Reduction for Nonlinear Data IJCAI 2025

Granular-Ball-Induced Multiple Kernel K-Means IJCAI 2025

Improving Autoregressive Visual Generation with Cluster-Oriented Token Prediction CVPR 2025

Sharper Error Bounds in Late Fusion Multi-view Clustering with Eigenvalue Proportion Optimization AAAI 2025

k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text ACL 2024

Data Thinning for Convolution-Closed Distributions JMLR 2024

Personalized Reinforcement Learning with a Budget of Policies AAAI 2024

Probabilistic Sampling of Balanced K-Means using Adiabatic Quantum Computing CVPR 2024

K-means and hierarchical clustering of f0 contours INTERSPEECH 2024

Nostra Domina at EvaLatin 2024: Improving Latin Polarity Detection through Data Augmentation COLING 2024

Bures-Wasserstein Means of Graphs AISTATS 2024

Sum-of-norms clustering does not separate nearby balls JMLR 2024

Universal Weak Coreset AAAI 2024

A Scalable Algorithm for Individually Fair k-Means Clustering AISTATS 2024

Federated Multi-View Clustering via Tensor Factorization IJCAI 2024

Low-Rank Kernel Tensor Learning for Incomplete Multi-View Clustering AAAI 2024

Efficient Federated Multi-View Clustering with Integrated Matrix Factorization and K-Means IJCAI 2024

Parameterized Approximation Schemes for Fair-Range Clustering NIPS 2024