On Pearl’s Hierarchy and the Foundations of Causal Inference

By Elias Bareinboim, Juan David Correa, Duligur Ibeling, Thomas F. Icard III. Probabilistic and Causal Inference, 2022

346 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Computational Theory and Mathematics, History and Philosophy of Science

View Paper: https://www.semanticscholar.org/paper/30467dd94027d759058de8901dd6f048b8a7cbe9

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Richard Bowden
2. Necati Cihan Camgöz
3. Matthew James Vowels

In Computational Theory and Mathematics

1. Richard Bowden
2. Necati Cihan Camgöz
3. Matthew James Vowels

Citations in the corpus

• D’ya Like DAGs? A Survey on Structure Learning and Causal Discovery (2021, background): “Causal understanding has been described as ‘part of the bedrock of intelligence’ [145], and is one of the fundamental goals of science [10, 69, 184, 248–250].”