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Published 20 hours ago • verified publisher icon py-why

Repeated separating set testing as a subprocedure

Open adam2392 opened this issue 2 years ago • 1 comments

Is your feature request related to a problem? Please describe. Faithfulness is commonly violated. One aspect of the problem is the (incorrect) orientation of colliders, which then lead to (incorrect) orientation of downstream edges.

Describe the solution you'd like https://proceedings.neurips.cc/paper/2019/file/e6872f5bbe75073f8c7cfb93de7f6f3a-Paper.pdf introduces a simple procedure for iteratively running PC/FCI algorithms.

We should implement a similar abstraction, but make it optional for users since it essentially results in a drastic increase in computation.

adam2392 avatar Feb 16 '23 22:02 adam2392

Supposedly this has a bug in the procedure, as raised by Adele Ribeiro via some counter-examples.

adam2392 avatar Mar 21 '23 02:03 adam2392