Hristos Tyralis

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20212026

most citedA review of predictive uncertainty estimation with machine learning

158 citations · 341 across the 22 of their papers we have counts for

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stat.ME2025

Loss functions arising from the index of agreement

Hristos Tyralis, Georgia Papacharalampous

We examine the theoretical properties of the index of agreement loss function $L_{W}$ , the negatively oriented counterpart of Willmott's index of agreement, a common metric in enviro…

stat.ML2025

Variable transformations in consistent loss functions

Hristos Tyralis, Georgia Papacharalampous

The empirical use of variable transformations within (strictly) consistent loss functions is widespread, yet a theoretical understanding is lacking. To address this gap, we develop…