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A Population Background for Nonparametric Density-Based Clustering

6 August 2014

Papers citing "A Population Background for Nonparametric Density-Based Clustering"

32 / 32 papers shown

Title
Mode-based estimation of the center of symmetry José E. Chacón Javier Fernández Serrano 23 0 0 12 Jun 2024
Bayesian taut splines for estimating the number of modes José E. Chacón Javier Fernández Serrano 16 0 0 11 Jul 2023
Bagged $k$ -Distance for Mode-Based Clustering Using the Probability of Localized Level Sets H. Hang 58 0 0 18 Oct 2022
Bump hunting through density curvature features José E. Chacón Javier Fernández Serrano 66 1 0 30 Jul 2022
Fitting a Multi-modal Density by Dynamic Programming E. Arias-Castro He Jiang 20 1 0 15 Jul 2022
Tight Bounds on the Hardness of Learning Simple Nonparametric Mixtures Bryon Aragam W. Tai 85 3 0 28 Mar 2022
Clustering by Hill-Climbing: Consistency Results E. Arias-Castro Wanli Qiao 59 0 0 18 Feb 2022
An Asymptotic Equivalence between the Mean-Shift Algorithm and the Cluster Tree E. Arias-Castro Wanli Qiao 26 3 0 19 Nov 2021
Moving Up the Cluster Tree with the Gradient Flow E. Arias-Castro Wanli Qiao 22 2 0 17 Sep 2021
On Integral Theorems and their Statistical Properties Nhat Ho S. Walker 104 0 0 22 Jul 2021
Skeleton Clustering: Dimension-Free Density-based Clustering Zeyu Wei Yen-Chi Chen 56 2 0 21 Apr 2021
Space Partitioning and Regression Mode Seeking via a Mean-Shift-Inspired Algorithm Wanli Qiao Amarda Shehu 15 0 0 20 Apr 2021
Nonparametric clustering for image segmentation G. Menardi VLM 19 7 0 20 Jan 2021
Multivariate Smoothing via the Fourier Integral Theorem and Fourier Kernel Nhat Ho S. Walker 65 9 0 28 Dec 2020
Nonparametric estimation of highest density regions for COVID-19 P. Saavedra-Nieves 19 2 0 27 Oct 2020
Solution manifold and Its Statistical Applications Swee Hong Chan 99 7 0 13 Feb 2020
A close-up comparison of the misclassification error distance and the adjusted Rand index for external clustering evaluation José E. Chacón 54 16 0 26 Jul 2019
Modal clustering asymptotics with applications to bandwidth selection A. Casa José E. Chacón G. Menardi 35 6 0 22 Jan 2019
Uniform Convergence Rate of the Kernel Density Estimator Adaptive to Intrinsic Volume Dimension Jisu Kim Jaehyeok Shin Alessandro Rinaldo Larry A. Wasserman 95 32 0 13 Oct 2018
Statistical Inference with Local Optima Yen-Chi Chen 44 9 0 12 Jul 2018
The modal age of Statistics José E. Chacón 44 48 0 08 Jul 2018
Identifiability of Nonparametric Mixture Models and Bayes Optimal Clustering Bryon Aragam Chen Dan Eric Xing Pradeep Ravikumar 72 30 0 12 Feb 2018
DBSCAN: Optimal Rates For Density Based Clustering Daren Wang X. Lu Alessandro Rinaldo 18 15 0 09 Jun 2017
Statistical Inference Using Mean Shift Denoising Yunhua Xiang Yen-Chi Chen 28 1 0 13 Oct 2016
Mixture model modal clustering José E. Chacón 47 32 0 15 Sep 2016
Nonparametric Clustering of Functional Data Using Pseudo-Densities Mattia Ciollaro Christopher R. Genovese Daren Wang 18 0 0 28 Jan 2016
Large-Scale Mode Identification and Data-Driven Sciences S. Mukhopadhyay 62 21 0 21 Sep 2015
Towards an Axiomatic Approach to Hierarchical Clustering of Measures P. Thomann Ingo Steinwart Nico Schmid 37 5 0 15 Aug 2015
Statistical Inference using the Morse-Smale Complex Yen-Chi Chen Christopher R. Genovese Larry A. Wasserman 67 30 0 29 Jun 2015
Sparse Approximation of a Kernel Mean Efrén Cruz Cortés C. Scott 52 18 0 01 Mar 2015
Fully adaptive density-based clustering Ingo Steinwart 82 37 0 30 Sep 2014
The functional mean-shift algorithm for mode hunting and clustering in infinite dimensions Mattia Ciollaro Christopher R. Genovese Jing Lei Larry A. Wasserman 58 5 0 06 Aug 2014