Extrapolation in Statistical Learning with Extreme Value Theory
arXiv:2605.01909v1 Announce Type: cross
Abstract: Extreme value theory provides rigorous theory and statistical tools for extrapolation in machine learning, particularly in settings where traditional methods struggle due to data scarcity in the tails….