Order-consistent binary reduction, summing entropy or variance uncertainties over all ordered splits, provides competitive aleatoric and epistemic uncertainty measures for ordinal classification.
Fluctuations of the rightmost particle in the catalytic branching Brownian motion
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abstract
In this article we establish the magnitude of fluctuations of the extreme particle in the model of binary branching Brownian motion with a single catalytic point at the origin.
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Aleatoric and Epistemic Uncertainty Measures for Ordinal Classification through Binary Reduction
Order-consistent binary reduction, summing entropy or variance uncertainties over all ordered splits, provides competitive aleatoric and epistemic uncertainty measures for ordinal classification.