Statistical Causality from a Decision-Theoretic Perspective

9 May 2014

Papers citing "Statistical Causality from a Decision-Theoretic Perspective"

9 / 9 papers shown

Title
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models Ruta Binkyte Ivaxi Sheth Zhijing Jin Mohammad Havaei Bernhard Schölkopf Mario Fritz 454 1 0 28 Feb 2025
From Statistical Evidence to Evidence of Causality P. Dawid M. Musio S. Fienberg CML 66 51 0 29 Nov 2013
A Formal Treatment of Sequential Ignorability A. Philip Dawid Panayiota Constantinou CML 61 9 0 03 Jul 2013
A Constraint Propagation Approach to Probabilistic Reasoning Judea Pearl 53 224 0 27 Mar 2013
Causal Networks: Semantics and Expressiveness Thomas Verma Judea Pearl GNN 87 551 0 27 Mar 2013
Identification of Conditional Interventional Distributions I. Shpitser Judea Pearl 135 224 0 27 Jun 2012
Pearl's Calculus of Intervention Is Complete Yimin Huang Marco Valtorta CML 87 232 0 27 Jun 2012
Identifying Optimal Sequential Decisions P. Dawid Vanessa Didelez 60 9 0 13 Jun 2012
Identifying the consequences of dynamic treatment strategies: A decision-theoretic overview A. Dawid Vanessa Didelez 142 108 0 17 Oct 2010