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An Order-Theoretic Characterization of Consistent Inductive Inference

arXiv:2609.28551v1 Announce Type: new Abstract: When can a learner make only finitely many prediction errors along every infinite sequence labeled by a fixed, unknown hypothesis? We characterize this form of consistency for arbitrary binary hypothesis classes in ZFC, without requiring a uniform mis…

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  1. 2026-09-25 04:00 · arXiv stat.ML
    An Order-Theoretic Characterization of Consistent Inductive Inference

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