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clustering quality

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approximation algorithm (3) graph clustering (3) approximation ratio (2) clustering theory (1) clustering quality measure (1) k-means++ initialization (1) hierarchical k-median clustering (1) random data point deletion (1) axiomatization framework (1) partition evaluation (1)

Papers

Average Sensitivity of Hierarchical k-Median Clustering ICML 2025 FlavorDiffusion: Modeling Food-Chemical Interactions with Diffusion NAACL 2025 Structured Probabilistic Coding AAAI 2024 Improved Approximation for Fair Correlation Clustering AISTATS 2023 Mini-batch k-means terminates within O(d/ε) iterations ICLR 2023 Nearly-Optimal Hierarchical Clustering for Well-Clustered Graphs ICML 2023 Scalable and Effective Conductance-Based Graph Clustering AAAI 2023 A Rank-Based Similarity Metric for Word Embeddings ACL 2018 Fast Approximate Spectral Clustering for Dynamic Networks ICML 2018 Fast and Provably Good Seedings for k-Means NeurIPS 2016 A Local Algorithm for Finding Well-Connected Clusters ICML 2013 Measures of Clustering Quality: A Working Set of Axioms for Clustering NeurIPS 2008