Statistical Inference using the Morse-Smale Complex

v1v2 (latest)

Statistical Inference using the Morse-Smale Complex

29 June 2015

Christopher R. Genovese

Larry A. Wasserman

ArXiv (abs)PDF HTML

Papers citing "Statistical Inference using the Morse-Smale Complex"

13 / 13 papers shown

Title
Risk Bounds For Mode Clustering Martin Azizyan Yen-Chi Chen Aarti Singh Larry A. Wasserman 34 13 0 03 May 2015
Robust Topological Inference: Distance To a Measure and Kernel Distance Frédéric Chazal Brittany Terese Fasy F. Lecci Bertrand Michel Alessandro Rinaldo Larry A. Wasserman 86 177 0 22 Dec 2014
A Population Background for Nonparametric Density-Based Clustering José E. Chacón 53 74 0 06 Aug 2014
Asymptotic theory for density ridges Yen-Chi Chen Christopher R. Genovese Larry A. Wasserman 65 84 0 22 Jun 2014
A Comprehensive Approach to Mode Clustering Yen-Chi Chen Christopher R. Genovese Larry A. Wasserman 67 54 0 06 Jun 2014
Nonparametric ridge estimation Christopher R. Genovese M. Perone-Pacifico I. Verdinelli Larry A. Wasserman 129 120 0 20 Dec 2012
Data-driven density derivative estimation, with applications to nonparametric clustering and bump hunting José E. Chacón T. Duong 95 94 0 27 Apr 2012
Stability of Density-Based Clustering Alessandro Rinaldo Aarti Singh Rebecca Nugent Larry A. Wasserman 92 68 0 11 Nov 2010
The Geometry of Nonparametric Filament Estimation Christopher R. Genovese M. Perone-Pacifico I. Verdinelli Larry A. Wasserman 115 54 0 25 Mar 2010
Adaptive Hausdorff estimation of density level sets Aarti Singh Clayton Scott Robert D. Nowak 123 84 0 25 Aug 2009
Generalized density clustering Alessandro Rinaldo Larry A. Wasserman 117 162 0 20 Jul 2009
Uniform-in-bandwidth consistency for kernel-type estimators of Shannon's entropy S. Bouzebda I. Elhattab 104 33 0 14 Jul 2008
Fast learning rates for plug-in classifiers Jean-Yves Audibert Alexandre B. Tsybakov 587 469 0 17 Aug 2007