The three faces of faithfulness

By Jiji Zhang, Peter Spirtes. 2016

47 citations recorded by the source corpus.

Subfields: Artificial Intelligence, History and Philosophy of Science, Molecular Biology

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. Bernhard Schölkopf
2. Kun Zhang
3. Clark Glymour
4. Jan Peters
5. Biwei Huang
6. Jiji Zhang
7. Dominik Janzing
8. J. Ramsey

In History and Philosophy of Science

1. Bernhard Schölkopf
2. Biwei Huang
3. Jiji Zhang
4. Ruben Sanchez-Romero
5. Clark Glymour
6. Kun Zhang

In Molecular Biology

1. Bernhard Schölkopf
2. Biwei Huang
3. Jiji Zhang
4. Clark Glymour
5. Kun Zhang
6. Min-Ling Zhang
7. Arthur Gretton
8. Le Song

Citations in the corpus

• Causal Discovery from Heterogeneous/Nonstationary Data (2019, background): “We make the assumption of faithfulness on the graph involving C, and it is known that faithfulness implies a minimality condition on the edges (Zhang and Spirtes, 2016); as a consequence, the graphical representation produced by our procedure naturally enjoys a “minimal change” principle—the represe”