Optimal transport and Wasserstein distances for causal models

24 March 2023

Papers citing "Optimal transport and Wasserstein distances for causal models"

8 / 8 papers shown

Title
A primer on optimal transport for causal inference with observational data Florian F Gunsilius OT CML 95 0 0 10 Mar 2025
Neural Spacetimes for DAG Representation Learning Haitz Sáez de Ocáriz Borde Anastasis Kratsios Marc T. Law Xiaowen Dong Michael Bronstein CML 70 1 0 25 Aug 2024
Unbalanced Optimal Transport, from Theory to Numerics Thibault Séjourné Gabriel Peyré Franccois-Xavier Vialard OT 68 49 0 16 Nov 2022
Robust Causal Learning for the Estimation of Average Treatment Effects Yiyan Huang Cheuk Hang Leung Xing Yan Qi Wu Shumin Ma Zhiri Yuan DongDong Wang Zhixiang Huang OOD CML 43 7 0 05 Sep 2022
The Directional Optimal Transport Marcel Nutz Ruodu Wang OT 20 13 0 20 Feb 2020
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 147 2,133 0 01 Mar 2018
Causal inference using invariant prediction: identification and confidence intervals J. Peters Peter Buhlmann N. Meinshausen OOD 96 961 0 06 Jan 2015
Fast Computation of Wasserstein Barycenters Marco Cuturi Arnaud Doucet OT 80 735 0 16 Oct 2013