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Realizable Bayes-Consistency for General Metric Losses

cs.LG · 2026-05-05 · unverdicted · novelty 8.0 · 2 refs

Necessary and sufficient conditions for realizable Bayes-consistency under general metric losses are the absence of infinite non-decreasing (γ_k)-Littlestone trees with γ_k → ∞.

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  • Realizable Bayes-Consistency for General Metric Losses cs.LG · 2026-05-05 · unverdicted · none · ref 6 · 2 links

    Necessary and sufficient conditions for realizable Bayes-consistency under general metric losses are the absence of infinite non-decreasing (γ_k)-Littlestone trees with γ_k → ∞.