Towards Robust Relational Causal Discovery

Towards Robust Relational Causal Discovery

5 December 2019

Vasant Honavar

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Papers citing "Towards Robust Relational Causal Discovery"

6 / 6 papers shown

Title
Lifted Causal Inference in Relational Domains Malte Luttermann Mattis Hartwig Tanya Braun Ralf Möller Marcel Gehrke 56 5 0 15 Mar 2024
A Survey on Causal Discovery Methods for I.I.D. and Time Series Data Uzma Hasan Emam Hossain Md. Osman Gani CML AI4TS 126 31 0 27 Mar 2023
Learning Relational Causal Models with Cycles through Relational Acyclification Ragib Ahsan David Arbour Elena Zheleva 109 2 0 25 Aug 2022
Non-Parametric Inference of Relational Dependence Ragib Ahsan Zahra Fatemi David Arbour Elena Zheleva 102 1 0 30 Jun 2022
Relational Causal Models with Cycles:Representation and Reasoning Ragib Ahsan David Arbour Elena Zheleva LRM 36 4 0 22 Feb 2022
High-recall causal discovery for autocorrelated time series with latent confounders Andreas Gerhardus J. Runge CML AI4TS 107 102 0 03 Jul 2020