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Density Level Sets: Asymptotics, Inference, and Visualization

21 April 2015

Yen-Chi Chen

Christopher R. Genovese

Larry A. Wasserman

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Papers citing "Density Level Sets: Asymptotics, Inference, and Visualization"

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Title
Boundary Estimation from Point Clouds: Algorithms, Guarantees and Applications Jeff Calder Sangmin Park D. Slepčev 3DPC 74 10 0 05 Nov 2021
Optimal subgroup selection Henry W. J. Reeve T. Cannings R. Samworth 112 8 0 02 Sep 2021
Slightly Conservative Bootstrap for Maxima of Sums Hang Deng 58 9 0 31 Jul 2020
Level set and density estimation on manifolds A. Cholaquidis R. Fraiman L. Moreno 47 9 0 12 Mar 2020
Scores for Multivariate Distributions and Level Sets Xiaochun Meng James W. Taylor Souhaib Ben Taieb Siran Li AI4TS 46 3 0 21 Feb 2020
Solution manifold and Its Statistical Applications Swee Hong Chan 106 7 0 13 Feb 2020
Minimax Hausdorff estimation of density level sets Alberto Rodríguez-Casal P. Saavedra-Nieves 50 4 0 07 May 2019
Nonparametric Confidence Regions for Level Sets: Statistical Properties and Geometry Wanli Qiao W. Polonik 58 17 0 04 Mar 2019
DBSCAN++: Towards fast and scalable density clustering J. Jang Heinrich Jiang 69 69 0 31 Oct 2018
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
Quickshift++: Provably Good Initializations for Sample-Based Mean Shift Heinrich Jiang J. Jang Samory Kpotufe VLM OOD 55 37 0 21 May 2018
An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists Frédéric Chazal Bertrand Michel 109 598 0 11 Oct 2017
Averages of Unlabeled Networks: Geometric Characterization and Asymptotic Behavior E. D. Kolaczyk Lizhen Lin S. Rosenberg Jie Xu Jackson Walters 69 55 0 08 Sep 2017
Asymptotics and Optimal Bandwidth for Nonparametric Estimation of Density Level Sets Wanli Qiao 35 5 0 31 Jul 2017
Density Level Set Estimation on Manifolds with DBSCAN Heinrich Jiang 69 32 0 10 Mar 2017
Nonparametric Inference via Bootstrapping the Debiased Estimator Yen-Chi Chen Yen-Chi Chen 60 22 0 22 Feb 2017
Generalized Cluster Trees and Singular Measures Yen-Chi Chen 124 17 0 08 Nov 2016
Statistical Inference for Cluster Trees Jisu Kim Yen-Chi Chen Sivaraman Balakrishnan Alessandro Rinaldo Larry A. Wasserman 70 32 0 20 May 2016
Nonparametric modal regression Yen-Chi Chen Christopher R. Genovese Robert Tibshirani Larry A. Wasserman 138 113 0 04 Dec 2014
Asymptotic theory for density ridges Yen-Chi Chen Christopher R. Genovese Larry A. Wasserman 91 84 0 22 Jun 2014