Probabilities of Causation: Bounds and Identification

16 January 2013

Papers citing "Probabilities of Causation: Bounds and Identification"

18 / 68 papers shown

Title
Causes of Effects: Learning individual responses from population data Scott Mueller Ang Li Judea Pearl CML 45 51 0 28 Apr 2021
Effects of Causes and Causes of Effects A. Dawid M. Musio CML 44 12 0 31 Mar 2021
Local Explanations via Necessity and Sufficiency: Unifying Theory and Practice David S. Watson Limor Gultchin Ankur Taly Luciano Floridi 81 64 0 27 Mar 2021
Explaining Black-Box Algorithms Using Probabilistic Contrastive Counterfactuals Sainyam Galhotra Romila Pradhan Babak Salimi CML 105 110 0 22 Mar 2021
SBI: A Simulation-Based Test of Identifiability for Bayesian Causal Inference Sam Witty David D. Jensen Vikash K. Mansinghka CML 76 3 0 23 Feb 2021
Algorithmic recourse under imperfect causal knowledge: a probabilistic approach Amir-Hossein Karimi Julius von Kügelgen Bernhard Schölkopf Isabel Valera CML 106 181 0 11 Jun 2020
A General Method for Deriving Tight Symbolic Bounds on Causal Effects Michael C Sachs Gustav Jonzon A. Sjölander Erin E Gabriel 46 22 0 24 Mar 2020
PC-Fairness: A Unified Framework for Measuring Causality-based Fairness Yongkai Wu Lu Zhang Xintao Wu Hanghang Tong FaML 125 118 0 20 Oct 2019
Bounding Causes of Effects with Mediators P. Dawid M. Humphreys M. Musio 28 10 0 30 Jun 2019
Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models Michael Oberst David Sontag CML OffRL 83 174 0 14 May 2019
Classifying Treatment Responders Under Causal Effect Monotonicity Nathan Kallus CML 192 16 0 14 Feb 2019
The Probability of Causation P. Dawid M. Musio R. Murtas CML 13 11 0 17 Jun 2017
New bounds for the Probability of Causation in Mediation Analysis R. Murtas A. Dawid M. Musio 37 7 0 15 Jun 2017
Stochastic Matrix Factorization C. Adams 38 7 0 19 Sep 2016
Bounding the Probability of Causation in Mediation Analysis A. Dawid R. Murtas M. Musio 35 13 0 10 Nov 2014
From Statistical Evidence to Evidence of Causality P. Dawid M. Musio S. Fienberg CML 98 51 0 29 Nov 2013
Counterfactual Reasoning in Linear Structural Equation Models Zhihong Cai Manabu Kuroki 62 4 0 04 Jul 2012
Stratified Analysis of `Probabilities of Causation' Manabu Kuroki Zhihong Cai 57 0 0 27 Jun 2012