Causal Invariance as an Essential Constraint for Creating a Causal Representation of the World

By Patricia W. Cheng, Hongjing Lu. 2017

23 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Cognitive Neuroscience, Developmental and Educational Psychology

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. Yoshua Bengio
2. David Lopez-Paz
3. Sergey Levine
4. Dacheng Tao
5. Ishaan Gulrajani
6. Quoc V. Le
7. Bernt Schiele
8. Trevor Darrell

In Cognitive Neuroscience

1. David Lopez-Paz
2. L. Eon Bottou

In Developmental and Educational Psychology

1. L. Eon Bottou

Citations in the corpus

• Invariant Risk Minimization (2019, background): “A large body of philosophical work [47, 42, 38, 12, 54, 13] studies the close link between invariance and causation.”