Neural Causal Abstractions

5 January 2024

Papers citing "Neural Causal Abstractions"

6 / 6 papers shown

Title
Aligning Graphical and Functional Causal Abstractions Wilem Schooltink Fabio Massimo Zennaro 110 1 0 22 Dec 2024
Neural Causal Models for Counterfactual Identification and Estimation K. Xia Yushu Pan Elias Bareinboim CML 50 35 0 30 Sep 2022
Sequential Causal Imitation Learning with Unobserved Confounders D. Kumor Junzhe Zhang Elias Bareinboim CML 26 39 0 12 Aug 2022
Abstracting Causal Models Sander Beckers Joseph Y. Halpern 51 104 0 10 Dec 2018
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 266 726 0 12 May 2016
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 150 12,384 0 24 Jun 2012