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Operationalising Weaker Faithfulness: Recovery, Ambiguity and Computational Limits

arXiv:2610.31724v1 Announce Type: cross Abstract: Variables can predict an outcome jointly while each is individually independent of it, causing structure learners to discard informative links. We investigate how to operationalise weaker faithfulness through two approaches: selective protection in…

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  1. 2026-10-26 04:00 · arXiv stat.ML
    Operationalising Weaker Faithfulness: Recovery, Ambiguity and Computational Limits

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