Linear Optimal Transport Embedding: Provable Wasserstein classification for certain rigid transformations and perturbations

20 August 2020

Papers citing "Linear Optimal Transport Embedding: Provable Wasserstein classification for certain rigid transformations and perturbations"

12 / 12 papers shown

Title
All You Need is Resistance: On the Equivalence of Effective Resistance and Certain Optimal Transport Problems on Graphs Sawyer Robertson Zhengchao Wan Alexander Cloninger OT 52 2 0 28 Jan 2025
Using Linearized Optimal Transport to Predict the Evolution of Stochastic Particle Systems Nicholas Karris Evangelos A. Nikitopoulos Ioannis G. Kevrekidis Seungjoon Lee Alexander Cloninger OT 45 0 0 10 Jan 2025
Linearized Wasserstein Barycenters: Synthesis, Analysis, Representational Capacity, and Applications Matthew Werenski Brendan Mallery Shuchin Aeron James M. Murphy 41 0 0 31 Oct 2024
Linear Partial Gromov-Wasserstein Embedding Yikun Bai Abihith Kothapalli Hengrong Du Rocio Diaz Martin Soheil Kolouri 29 0 0 22 Oct 2024
Spectral Clustering for Discrete Distributions Zixiao Wang Dong Qiao Jicong Fan 16 0 0 25 Jan 2024
Manifold learning in Wasserstein space Keaton Hamm Caroline Moosmüller Bernhard Schmitzer Matthew Thorpe 46 4 0 14 Nov 2023
Measure transfer via stochastic slicing and matching Shiying Li Caroline Moosmueller 26 3 0 11 Jul 2023
Linear Optimal Partial Transport Embedding Yikun Bai I. Medri Rocio Diaz Martin Rana Muhammad Shahroz Khan Soheil Kolouri OT 43 9 0 07 Feb 2023
Geometric Sparse Coding in Wasserstein Space M. Mueller Shuchin Aeron James M. Murphy Abiy Tasissa 14 4 0 21 Oct 2022
Gaussian Processes on Distributions based on Regularized Optimal Transport F. Bachoc Louis Bethune Alberto González Sanz Jean-Michel Loubes GP OT 34 7 0 12 Oct 2022
Supervised learning of sheared distributions using linearized optimal transport Varun Khurana Harish Kannan A. Cloninger Caroline Moosmüller OT 17 16 0 25 Jan 2022
Two-sample Statistics Based on Anisotropic Kernels Xiuyuan Cheng A. Cloninger Ronald R. Coifman 19 18 0 14 Sep 2017