Identifying Causal Effects via Context-specific Independence Relations

21 September 2020

Papers citing "Identifying Causal Effects via Context-specific Independence Relations"

8 / 8 papers shown

Title
Causal Effect Identification in a Sub-Population with Latent Variables Amir Mohammad Abouei Ehsan Mokhtarian Negar Kiyavash Matthias Grossglauser CML 38 0 0 23 May 2024
Causal Imitability Under Context-Specific Independence Relations Fatemeh Jamshidi S. Akbari Negar Kiyavash CML 83 6 0 01 Jun 2023
Learning and interpreting asymmetry-labeled DAGs: a case study on COVID-19 fear Manuele Leonelli Gherardo Varando CML 73 6 0 02 Jan 2023
Decomposable context-specific models Yulia Alexandr Eliana Duarte Julian Vill 41 0 0 20 Oct 2022
Causal Effect Identification in Uncertain Causal Networks S. Akbari Fatemeh Jamshidi Ehsan Mokhtarian M. Vowels Jalal Etesami Negar Kiyavash CML 63 3 0 09 Aug 2022
Causal Inference Using Tractable Circuits Adnan Darwiche TPM CML 65 20 0 07 Feb 2022
Causal Effect Identification with Context-specific Independence Relations of Control Variables Ehsan Mokhtarian Fatemeh Jamshidi Devendra Singh Dhami Kristian Kersting CML 48 10 0 22 Oct 2021
Explaining Deep Tractable Probabilistic Models: The sum-product network case Athresh Karanam Saurabh Mathur P. Radivojac David M. Haas Kristian Kersting Sriraam Natarajan FAtt TPM LRM 133 2 0 19 Oct 2021