Bounding probabilities of causation through the causal marginal problem

Bounding probabilities of causation through the causal marginal problem

4 April 2023

Atalanti A. Mastakouri

Dominik Janzing

Papers citing "Bounding probabilities of causation through the causal marginal problem"

4 / 4 papers shown

Title
Estimating Joint interventional distributions from marginal interventional data Sergio Hernan Garrido Mejia Elke Kirschbaum Armin Kekić Atalanti Mastakouri CML 21 1 0 03 Sep 2024
Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity Model Valentyn Melnychuk Dennis Frauen Stefan Feuerriegel 13 11 0 02 Jun 2023
Causal Inference Through the Structural Causal Marginal Problem Luigi Gresele Julius von Kügelgen Jonas M. Kubler Elke Kirschbaum Bernhard Schölkopf Dominik Janzing 22 19 0 02 Feb 2022
An Automated Approach to Causal Inference in Discrete Settings Guilherme Duarte N. Finkelstein D. Knox Jonathan Mummolo I. Shpitser 31 48 0 28 Sep 2021