A Hierarchy of Entropy-Shapley Games for Multivariate Predictive Uncertainty

Niklas Koenen, Claudia Battistin, Jeriek Van den Abeele +1

Modern probabilistic machine learning models increasingly produce multivariate outputs with complex dependence structure, from multi-step time-series forecasts to sample path predi…