Learning Causal Graphs via Monotone Triangular Transport Maps

Learning Causal Graphs via Monotone Triangular Transport Maps

26 May 2023

Luca Ganassali

Papers citing "Learning Causal Graphs via Monotone Triangular Transport Maps"

7 / 7 papers shown

Title
Optimal Transport for Structure Learning Under Missing Data Vy Vo He Zhao Trung Le Edwin V. Bonilla Dinh Q. Phung CML 48 3 0 23 Feb 2024
Scalable Counterfactual Distribution Estimation in Multivariate Causal Models Thong Pham Shohei Shimizu H. Hino Tam Le 41 6 0 02 Nov 2023
On sample complexity of conditional independence testing with Von Mises estimator with application to causal discovery Fateme Jamshidi Luca Ganassali Negar Kiyavash 20 4 0 20 Oct 2023
Scalable Causal Discovery with Score Matching Francesco Montagna Nicoletta Noceti Lorenzo Rosasco Anton van den Hengel Francesco Locatello CML 52 25 0 06 Apr 2023
Causal Effect Identification in Uncertain Causal Networks S. Akbari Fatemeh Jamshidi Ehsan Mokhtarian M. Vowels Jalal Etesami Negar Kiyavash CML 25 3 0 09 Aug 2022
Optimal transport for causal discovery Ruibo Tu Anton van den Hengel Hedvig Kjellström Cheng Zhang 95 19 0 23 Jan 2022
Causal Inference and Causal Explanation with Background Knowledge Christopher Meek CML 224 628 0 20 Feb 2013