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A Query Is Not a Commitment: Learning to Correct Expert Answers in Online Deferral

arXiv:2610.07084v1 Announce Type: new Abstract: An inaccurate expert can still provide useful information after correction. We study online learning to defer in which the learner chooses an expert and fixes a correction function before purchasing its answer, then applies that function to the answer…

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  1. 2026-10-07 04:00 · arXiv stat.ML
    A Query Is Not a Commitment: Learning to Correct Expert Answers in Online Deferral

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