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Asymptotic theory for density ridges

22 June 2014

Yen-Chi Chen

Christopher R. Genovese

Larry A. Wasserman

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Papers citing "Asymptotic theory for density ridges"

24 / 24 papers shown

Title
Latent Manifold Reconstruction and Representation with Topological and Geometrical Regularization Ren Wang Pengcheng Zhou 66 0 0 07 May 2025
Algorithms for ridge estimation with convergence guarantees Wanli Qiao W. Polonik 129 3 0 03 Jan 2025
Estimating a density near an unknown manifold: a Bayesian nonparametric approach Clément Berenfeld Paul Rosa Judith Rousseau 106 10 0 31 May 2022
High-dimensional Data Bootstrap Victor Chernozhukov Denis Chetverikov Kengo Kato Yuta Koike 87 32 0 19 May 2022
Mode and Ridge Estimation in Euclidean and Directional Product Spaces: A Mean Shift Approach Yikun Zhang Yen-Chi Chen 147 1 0 16 Oct 2021
The role of exchangeability in causal inference O. Saarela D. Stephens E. Moodie 100 7 0 02 Jun 2020
Solution manifold and Its Statistical Applications Swee Hong Chan 94 7 0 13 Feb 2020
Fitting a manifold of large reach to noisy data Charles Fefferman Sergei Ivanov Matti Lassas Hariharan Narayanan 66 24 0 11 Oct 2019
Filaments of crime: Informing policing via thresholded ridge estimation Ben Moews J. R. Argueta Antonia Gieschen 23 4 0 06 Jul 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
Bootstrapping Max Statistics in High Dimensions: Near-Parametric Rates Under Weak Variance Decay and Application to Functional and Multinomial Data Miles E. Lopes Zhenhua Lin Hans-Georg Mueller 114 7 0 12 Jul 2018
Manifold Learning Using Kernel Density Estimation and Local Principal Components Analysis K. Mohammed Hariharan Narayanan 41 18 0 11 Sep 2017
Mode-Seeking Clustering and Density Ridge Estimation via Direct Estimation of Density-Derivative-Ratios Hiroaki Sasaki Takafumi Kanamori Aapo Hyvarinen Gang Niu Masashi Sugiyama 41 8 0 06 Jul 2017
Nonparametric Inference via Bootstrapping the Debiased Estimator Yen-Chi Chen Yen-Chi Chen 43 22 0 22 Feb 2017
Generalized Cluster Trees and Singular Measures Yen-Chi Chen 114 17 0 08 Nov 2016
Finding Singular Features Christopher R. Genovese M. Perone-Pacifico I. Verdinelli Larry A. Wasserman 37 6 0 01 Jun 2016
Manifold unwrapping using density ridges Jonas Nordhaug Myhre M. Shaker Devrim Kaba Robert Jenssen Deniz Erdogmus 36 2 0 06 Apr 2016
Multiple penalized principal curves: analysis and computation Slav Kirov D. Slepčev 33 9 0 15 Dec 2015
Statistical Inference using the Morse-Smale Complex Yen-Chi Chen Christopher R. Genovese Larry A. Wasserman 67 30 0 29 Jun 2015
Classification methods for Hilbert data based on surrogate density E. Bongiorno A. Goia 44 27 0 11 Jun 2015
Optimal Ridge Detection using Coverage Risk Yen-Chi Chen Christopher R. Genovese S. Ho Larry A. Wasserman 58 16 0 07 Jun 2015
Density Level Sets: Asymptotics, Inference, and Visualization Yen-Chi Chen Christopher R. Genovese Larry A. Wasserman 76 99 0 21 Apr 2015
Nonparametric modal regression Yen-Chi Chen Christopher R. Genovese Robert Tibshirani Larry A. Wasserman 136 113 0 04 Dec 2014