Probabilistic Pretraining for Neural Regression

Boris N. Oreshkin, Shiv Tavker, Dmitry Efimov

Transfer learning for probabilistic regression remains underexplored. This work closes this gap by introducing NIAQUE, Neural Interpretable Any-Quantile Estimation, a new model des…