most citedDeep Learning with Kernel Flow Regularization for Time Series Forecasting

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stat.ME2021

Uncertainty Quantification of the 4th kind; optimal posterior accuracy-uncertainty tradeoff with the minimum enclosing ball

Hamed Hamze Bajgiran, Pau Batlle Franch, Houman Owhadi +5

There are essentially three kinds of approaches to Uncertainty Quantification (UQ): (A) robust optimization, (B) Bayesian, (C) decision theory. Although (A) is robust, it is unfavo…