The Topology of Probability Distributions on Manifolds

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The Topology of Probability Distributions on Manifolds

3 July 2013

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Papers citing "The Topology of Probability Distributions on Manifolds"

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Title
Statistical learning on measures: an application to persistence diagrams Olympio Hacquard Gilles Blanchard Clément Levrard 134 3 0 15 Mar 2023
Topology-Driven Goodness-of-Fit Tests in Arbitrary Dimensions Paweł Dłotko Niklas Hellmer Lukasz Stettner R. Topolnicki 74 4 0 25 Oct 2022
On the effectiveness of persistent homology Renata Turkevs Guido Montúfar N. Otter 121 31 0 21 Jun 2022
Bayesian estimation of topological features of persistence diagrams Asael Fabian Martínez 47 0 0 03 Apr 2022
Latent Space Refinement for Deep Generative Models R. Winterhalder Marco Bellagente Benjamin Nachman BDL GAN DRL DiffM 124 27 0 01 Jun 2021
Learning Manifold Implicitly via Explicit Heat-Kernel Learning Yufan Zhou Changyou Chen Jinhui Xu 77 8 0 05 Oct 2020
Bootstrapping Persistent Betti Numbers and Other Stabilizing Statistics Benjamin Roycraft Johannes T. N. Krebs W. Polonik 56 6 0 04 May 2020
On the Limits of Topological Data Analysis for Statistical Inference Siddharth Vishwanath Kenji Fukumizu S. Kuriki Bharath K. Sriperumbudur 57 5 0 01 Jan 2020
Topological consistency via kernel estimation O. Bobrowski S. Mukherjee Jonathan E. Taylor 179 69 0 20 Jul 2014