Showing math.STShow all
2 papers · 1 filter
math.ST2025
Distributional regression with reject option
Ahmed Zaoui, Clément Dombry
Selective prediction, where a model has the option to abstain from making a decision, is crucial for machine learning applications in which mistakes are costly. In this work, we fo…
math.ST2024
Pareto processes for threshold exceedances in spatial extremes
Clement Dombry, Juliette Legrand, Thomas Opitz
We review some recent development in the theory of spatial extremes related to Pareto Processes and modeling of threshold exceedances. We provide theoretical background, methodolog…