Causal Effect Identification from Multiple Incomplete Data Sources: A
General Search-based Approach

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Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach

4 February 2019

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Papers citing "Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach"

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Title
Clustering and Pruning in Causal Data Fusion Otto Tabell Santtu Tikka Juha Karvanen CML 45 0 0 21 May 2025
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
Optimal Observation-Intervention Trade-Off in Optimisation Problems with Causal Structure K. Hammar Neil Dhir CML 60 0 0 05 Sep 2023
On Identifiability of Conditional Causal Effects Yaroslav Kivva Jalal Etesami Negar Kiyavash 32 4 0 19 Jun 2023
Generalizing experimental findings: identification beyond adjustments Juha Karvanen CML 29 0 0 14 Jun 2022
Revisiting the General Identifiability Problem Yaroslav Kivva Ehsan Mokhtarian Jalal Etesami Negar Kiyavash CML 31 12 0 02 Jun 2022
Experimental Design for Causal Effect Identification S. Akbari Jalal Etesami Negar Kiyavash CML 50 1 0 04 May 2022
Clustering and Structural Robustness in Causal Diagrams Santtu Tikka Jouni Helske Juha Karvanen CML 65 10 0 08 Nov 2021
Efficient Online Estimation of Causal Effects by Deciding What to Observe Shantanu Gupta Zachary Chase Lipton David Benjamin Childers CML 83 19 0 20 Aug 2021
D'ya like DAGs? A Survey on Structure Learning and Causal Discovery M. Vowels Necati Cihan Camgöz Richard Bowden CML 147 305 0 03 Mar 2021
Identifying Causal Effects via Context-specific Independence Relations Santtu Tikka Antti Hyttinen Juha Karvanen CML 32 30 0 21 Sep 2020