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10 papers

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Co-occurring keywords · papers mentioning both

hierarchical clustering (5) density estimation (5) level set estimation (4) density-based clustering (3) kernel density estimation (3) convergence rate (2) sample complexity (2) unsupervised learning (2) adaptive algorithm (1) minimax rate (1)

Papers

An Axiomatic Definition of Hierarchical Clustering JMLR 2025 An Information-theoretic Perspective of Hierarchical Clustering on Graphs UAI 2025 Adaptive Clustering Using Kernel Density Estimators JMLR 2023 DBSCAN: Optimal Rates For Density-Based Cluster Estimation JMLR 2019 Statistical Inference for Cluster Trees NeurIPS 2016 Approximating Hierarchical MV-sets for Hierarchical Clustering NeurIPS 2014 Cluster Trees on Manifolds NeurIPS 2013 Stability of Density-Based Clustering JMLR 2012 Adaptive Density Level Set Clustering COLT 2011 Rates of convergence for the cluster tree NeurIPS 2010