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A generalized bias-variance decomposition for Bregman divergences

1 Pith paper cite this work. Polarity classification is still indexing.

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cs.IT 1

years

2026 1

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UNVERDICTED 1

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UMVUE-Type Estimators under Bregman Losses

cs.IT · 2026-05-08 · unverdicted · novelty 7.0

Extends UMVUE theory to Bregman losses by introducing dual-space unbiasedness and proving Rao-Blackwell and Lehmann-Scheffé analogs for type-I Bregman UMVUEs.

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  • UMVUE-Type Estimators under Bregman Losses cs.IT · 2026-05-08 · unverdicted · none · ref 10

    Extends UMVUE theory to Bregman losses by introducing dual-space unbiasedness and proving Rao-Blackwell and Lehmann-Scheffé analogs for type-I Bregman UMVUEs.