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Zachary Chase, Bogdan Chornomaz, Shay Moran, Amir Yehudayoff, Local borsuk-ulam, stability, replicability, Proceedings of the 56th Annual ACM Symposium on Theory of Computing · 2024

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cs.LG 1

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2025 1

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CONDITIONAL 1

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Stability and List-Replicability for Agnostic Learners

cs.LG · 2025-01-09 · conditional · novelty 7.0

For agnostic learners, excess-error-dependent stability is characterized by finite Littlestone dimension, and class-error-dependent stability is possible only for finite classes.

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  • Stability and List-Replicability for Agnostic Learners cs.LG · 2025-01-09 · conditional · none · ref 7

    For agnostic learners, excess-error-dependent stability is characterized by finite Littlestone dimension, and class-error-dependent stability is possible only for finite classes.