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Confidence sets for persistence diagrams

28 March 2013

Sivaraman Balakrishnan

Aarti Singh

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Papers citing "Confidence sets for persistence diagrams"

35 / 85 papers shown

Title
On Characterizing the Capacity of Neural Networks using Algebraic Topology William H. Guss Ruslan Salakhutdinov 86 90 0 13 Feb 2018
Near-Optimal Coresets of Kernel Density Estimates J. M. Phillips W. Tai 72 72 0 06 Feb 2018
A Study on Topological Descriptors for the Analysis of 3D Surface Texture Matthias Zeppelzauer Bartosz Zieliñski M. Juda Markus Seidl 3DV 41 12 0 29 Oct 2017
Improved Coresets for Kernel Density Estimates J. M. Phillips W. Tai 65 39 0 11 Oct 2017
An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists Frédéric Chazal Bertrand Michel 107 598 0 11 Oct 2017
Supervised Learning with Indefinite Topological Kernels T. Padellini P. Brutti 52 6 0 20 Sep 2017
Persistence Flamelets: multiscale Persistent Homology for kernel density exploration T. Padellini P. Brutti 36 4 0 20 Sep 2017
Tropical Sufficient Statistics for Persistent Homology Anthea Monod Sara Kalisnik J. A. Patino-Galindo Lorin Crawford 48 24 0 08 Sep 2017
Asymptotics and Optimal Bandwidth for Nonparametric Estimation of Density Level Sets Wanli Qiao 23 5 0 31 Jul 2017
Persistence Diagrams with Linear Machine Learning Models I. Obayashi Y. Hiraoka 46 83 0 30 Jun 2017
Kernel method for persistence diagrams via kernel embedding and weight factor G. Kusano Kenji Fukumizu Y. Hiraoka 54 83 0 12 Jun 2017
Non-Asymptotic Rates for Manifold, Tangent Space, and Curvature Estimation Eddie Aamari Clément Levrard 200 75 0 02 May 2017
Nonparametric Inference via Bootstrapping the Debiased Estimator Yen-Chi Chen Yen-Chi Chen 43 22 0 22 Feb 2017
Detection of low dimensionality and data denoising via set estimation techniques C. Aaron A. Cholaquidis Antonio Cuevas 108 12 0 17 Feb 2017
Coresets for Kernel Regression Yan Zheng J. M. Phillips 92 19 0 13 Feb 2017
Generalized Cluster Trees and Singular Measures Yen-Chi Chen 114 17 0 08 Nov 2016
The accumulated persistence function, a new useful functional summary statistic for topological data analysis, with a view to brain artery trees and spatial point process applications C. Biscio Jesper Møller 112 62 0 02 Nov 2016
Applying Topological Persistence in Convolutional Neural Network for Music Audio Signals Jen-Yu Liu Shyh-Kang Jeng Yi-Hsuan Yang 72 35 0 26 Aug 2016
Geometric Learning and Topological Inference with Biobotic Networks: Convergence Analysis Alireza Dirafzoon A. Bozkurt Edgar J. Lobaton 21 14 0 30 Jun 2016
Minimax Rate-Optimal Estimation of Divergences between Discrete Distributions Rushil Anirudh Jiantao Jiao Pavan Turaga 67 39 0 30 May 2016
On boundary detection C. Aaron A. Cholaquidis 125 1 0 28 Mar 2016
Statistical Analysis of Persistence Intensity Functions Yen-Chi Chen Daren Wang Alessandro Rinaldo Larry A. Wasserman 88 52 0 08 Oct 2015
High-Dimensional Classification for Brain Decoding N. Croteau F. Nathoo Jiguo Cao R. Budney 23 0 0 10 Apr 2015
A persistence landscapes toolbox for topological statistics Peter Bubenik Paweł Dłotko 126 163 0 31 Dec 2014
Robust Topological Inference: Distance To a Measure and Kernel Distance Frédéric Chazal Brittany Terese Fasy F. Lecci Bertrand Michel Alessandro Rinaldo Larry A. Wasserman 109 177 0 22 Dec 2014
Introduction to the R package TDA Brittany Terese Fasy Jisu Kim F. Lecci Clément Maria 124 134 0 07 Nov 2014
Robust Topological Feature Extraction for Mapping of Environments using Bio-Inspired Sensor Networks Alireza Dirafzoon Edgar J. Lobaton 29 1 0 17 Oct 2014
A Population Background for Nonparametric Density-Based Clustering José E. Chacón 67 74 0 06 Aug 2014
Topological consistency via kernel estimation O. Bobrowski S. Mukherjee Jonathan E. Taylor 163 69 0 20 Jul 2014
Persistence Barcodes versus Kolmogorov Signatures: Detecting Modes of One-Dimensional Signals Ulrich Bauer Axel Munk H. Sieling M. Wardetzky 34 13 0 04 Apr 2014
Nonparametric Inference For Density Modes Christopher R. Genovese M. Perone-Pacifico I. Verdinelli Larry A. Wasserman 86 63 0 29 Dec 2013
Stochastic Convergence of Persistence Landscapes and Silhouettes Frédéric Chazal Brittany Terese Fasy F. Lecci Alessandro Rinaldo Larry A. Wasserman 113 185 0 02 Dec 2013
Medians of populations of persistence diagrams Katharine Turner 105 20 0 31 Jul 2013
Optimal rates of convergence for persistence diagrams in Topological Data Analysis Frédéric Chazal Marc Glisse C. Labruère Bertrand Michel 88 30 0 27 May 2013
Statistical topological data analysis using persistence landscapes Peter Bubenik 169 864 0 27 Jul 2012