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arXiv stat.ML · Papers

Subjective Risk Decomposition: A New View for Uncertainty Quantification

arXiv:2607.15196v1 Announce Type: new Abstract: We present a novel viewpoint for uncertainty quantification. Uncertainty measures are not primitives, in need of axioms and argumentation, but instead consequences, of higher-level modelling decisions. We show how epistemic and aleatoric uncertainty measures can be derive