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A Hierarchy of Entropy-Shapley Games for Multivariate Predictive Uncertainty

Koenen, Niklas et al.
arXiv (All) · Papers
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machine-learning
Modern probabilistic machine learning models increasingly produce multivariate outputs with complex dependence structure, from multi-step time-series forecasts to sample path predictions. Understanding which input features drive the predictive uncertainty is important for risk-aware decisions, model
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