conftrace_

cluster tree

9 papers

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Co-occurring keywords

density estimation (398) level set estimation (13) hierarchical clustering (232) density-based clustering (29) kernel density estimation (80) convergence rate (607) sample complexity (1169) unsupervised learning (3264) adaptive algorithm (114) minimax rate (87)

Papers

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