Nested Counterfactual Identification from Arbitrary Surrogate
Experiments

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Nested Counterfactual Identification from Arbitrary Surrogate Experiments

7 July 2021

Elias Bareinboim

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Papers citing "Nested Counterfactual Identification from Arbitrary Surrogate Experiments"

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Title
Path-specific effects for pulse-oximetry guided decisions in critical care Kevin Zhang Yonghan Jung Divyat Mahajan Karthikeyan Shanmugam Shalmali Joshi CML 19 0 0 14 Jun 2025
DISCO: Mitigating Bias in Deep Learning with Conditional Distance Correlation Emre Kavak Tom Nuno Wolf Christian Wachinger CML 20 0 0 13 Jun 2025
Counterfactual Effect Decomposition in Multi-Agent Sequential Decision Making Stelios Triantafyllou A. Sukovic Yasaman Zolfimoselo Goran Radanović CML 102 0 0 16 Oct 2024
Causal Effect Identification in a Sub-Population with Latent Variables Amir Mohammad Abouei Ehsan Mokhtarian Negar Kiyavash Matthias Grossglauser CML 40 0 0 23 May 2024
Finding Counterfactually Optimal Action Sequences in Continuous State Spaces Stratis Tsirtsis Manuel Gomez Rodriguez CML OffRL 113 11 0 06 Jun 2023
Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity Model Valentyn Melnychuk Dennis Frauen Stefan Feuerriegel 127 11 0 02 Jun 2023
Sharp Bounds for Generalized Causal Sensitivity Analysis Dennis Frauen Valentyn Melnychuk Stefan Feuerriegel CML 120 19 0 26 May 2023
Discovering Causal Relations and Equations from Data Gustau Camps-Valls Andreas Gerhardus Urmi Ninad Gherardo Varando Georg Martius E. Balaguer-Ballester Ricardo Vinuesa Emiliano Díaz L. Zanna Jakob Runge PINN AI4Cl AI4CE CML 108 77 0 21 May 2023
On the Complexity of Counterfactual Reasoning Yunqiu Han Yizuo Chen Adnan Darwiche 66 7 0 24 Nov 2022
Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders Olivier Jeunen Ciarán M. Gilligan-Lee Rishabh Mehrotra M. Lalmas CML 76 13 0 11 Oct 2022
Neural Causal Models for Counterfactual Identification and Estimation K. Xia Yushu Pan Elias Bareinboim CML 109 39 0 30 Sep 2022
Causal Effect Identification in Cluster DAGs Tarandeep Anand A. Ribeiro Jin Tian Elias Bareinboim CML 58 17 0 22 Feb 2022
Causal Inference Through the Structural Causal Marginal Problem Luigi Gresele Julius von Kügelgen Jonas M. Kubler Elke Kirschbaum Bernhard Schölkopf Dominik Janzing 100 20 0 02 Feb 2022
Partial Counterfactual Identification from Observational and Experimental Data Junzhe Zhang Jin Tian Elias Bareinboim 71 64 0 12 Oct 2021