Conditional simulation via entropic optimal transport: Toward non-parametric estimation of conditional Brenier maps

11 November 2024

Papers citing "Conditional simulation via entropic optimal transport: Toward non-parametric estimation of conditional Brenier maps"

9 / 9 papers shown

Title
Limit Theorems for Entropic Optimal Transport Maps and the Sinkhorn Divergence Ziv Goldfeld Kengo Kato Gabriel Rioux Ritwik Sadhu 57 28 0 18 Jul 2022
An entropic generalization of Caffarelli's contraction theorem via covariance inequalities Sinho Chewi Aram-Alexandre Pooladian 48 38 0 09 Mar 2022
Conditional Image Generation with Score-Based Diffusion Models Georgios Batzolis Jan Stanczuk Carola-Bibiane Schönlieb Christian Etmann DiffM 33 191 0 26 Nov 2021
Rates of Estimation of Optimal Transport Maps using Plug-in Estimators via Barycentric Projections Nabarun Deb Promit Ghosal B. Sen OT 89 73 0 04 Jul 2021
The frontier of simulation-based inference Kyle Cranmer Johann Brehmer Gilles Louppe AI4CE 156 846 0 04 Nov 2019
Concentration bounds for linear Monge mapping estimation and optimal transport domain adaptation Rémi Flamary Karim Lounici A. Ferrari 33 24 0 24 May 2019
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 197 2,143 0 01 Mar 2018
Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration Jason M. Altschuler Jonathan Niles-Weed Philippe Rigollet OT 66 590 0 26 May 2017
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 192 4,251 0 04 Jun 2013