Identification in Graphical Causal Models

By Marloes H. Maathuis, Mathias Drton, Steffen L. Lauritzen, Martin J. Wainwright. 2018

10 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Statistics and Probability

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. Razieh Nabi
2. Ilya Shpitser
3. Daniel Malinsky
4. Judea Pearl
5. Elias Bareinboim
6. A. P. Dawid
7. Thomas S. Richardson

In Statistics and Probability

1. Razieh Nabi
2. Daniel Malinsky
3. Ilya Shpitser
4. Judea Pearl
5. Silvia Chiappa
6. Xintao Wu
7. Lu Zhang
8. Yongkai Wu

Citations in the corpus

• Learning Optimal Fair Policies (2018, methodology): “We have extended a formalization of fair inference from (Nabi and Shpitser 2018) to the setting of learning optimal policies under fairness constraints.”