Measure estimation on manifolds: an optimal transport approach

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Measure estimation on manifolds: an optimal transport approach

15 February 2021

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Papers citing "Measure estimation on manifolds: an optimal transport approach"

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Title
On the minimax optimality of Flow Matching through the connection to kernel density estimation Lea Kunkel Mathias Trabs 83 1 0 17 Apr 2025
Subspace-Constrained Quadratic Matrix Factorization: Algorithm and Applications Zheng Zhai Xiaohui Li 63 0 0 07 Nov 2024
Measure estimation on a manifold explored by a diffusion process Vincent Divol Hélene Guérin Dinh-Toan Nguyen Viet Tran OT 101 0 0 15 Oct 2024
Linear Convergence of Diffusion Models Under the Manifold Hypothesis Peter Potaptchik Iskander Azangulov George Deligiannidis DiffM 91 6 0 11 Oct 2024
Nonparametric regression on random geometric graphs sampled from submanifolds Paul Rosa Judith Rousseau 126 1 0 31 May 2024
Density estimation using the perceptron P. R. Gerber Tianze Jiang Yury Polyanskiy Rui Sun 66 0 0 29 Dec 2023
Sample Complexity Bounds for Estimating Probability Divergences under Invariances B. Tahmasebi Stefanie Jegelka 112 6 0 06 Nov 2023
Continuum Limits of Ollivier's Ricci Curvature on data clouds: pointwise consistency and global lower bounds Nicolas García Trillos Melanie Weber 127 4 0 05 Jul 2023
Support and distribution inference from noisy data Jérémie Capitao-Miniconi Elisabeth Gassiat Luc Lehéricy 61 1 0 19 Apr 2023
Quadratic Matrix Factorization with Applications to Manifold Learning Zheng Zhai Hengchao Chen Qiang Sun 62 4 0 30 Jan 2023
Empirical Optimal Transport between Different Measures Adapts to Lower Complexity Shayan Hundrieser Thomas Staudt Axel Munk OT 73 23 0 21 Feb 2022
Rates of convergence for nonparametric estimation of singular distributions using generative adversarial networks Minwoo Chae GAN 81 5 0 07 Feb 2022
Plugin Estimation of Smooth Optimal Transport Maps Tudor Manole Sivaraman Balakrishnan Jonathan Niles-Weed Larry A. Wasserman OT 89 100 0 26 Jul 2021
Transport Dependency: Optimal Transport Based Dependency Measures T. Nies Thomas Staudt Axel Munk OT 83 20 0 05 May 2021
Reweighting samples under covariate shift using a Wasserstein distance criterion J. Reygner A. Touboul 434 2 0 19 Oct 2020