Integrating overlapping datasets using bivariate causal discovery

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Integrating overlapping datasets using bivariate causal discovery

24 October 2019

Ciarán M. Gilligan-Lee

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Papers citing "Integrating overlapping datasets using bivariate causal discovery"

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Title
Constraint-based causal discovery with tiered background knowledge and latent variables in single or overlapping datasets Christine W. Bang Vanessa Didelez CML 150 0 0 27 Mar 2025
SSL Framework for Causal Inconsistency between Structures and Representations Hang Chen Xinyu Yang Keqing Du Wenya Wang 124 2 0 03 Jan 2025
Towards Causal Representation Learning and Deconfounding from Indefinite Data Hang Chen Xinyu Yang Qing Yang OOD CML 98 0 0 04 May 2023
Non-parametric identifiability and sensitivity analysis of synthetic control models Jakob Zeitler Athanasios Vlontzos Ciarán M. Gilligan-Lee CML 52 6 0 18 Jan 2023
Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders Olivier Jeunen Ciarán M. Gilligan-Lee Rishabh Mehrotra M. Lalmas CML 71 13 0 11 Oct 2022
Causal Discovery with Multi-Domain LiNGAM for Latent Factors Yan Zeng Shohei Shimizu Ruichu Cai Feng Xie Michio Yamamoto Zijian Li CML 78 21 0 19 Sep 2020
Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data Sindy Löwe David Madras R. Zemel Max Welling CML BDL AI4TS 120 133 0 18 Jun 2020