Uncertainty Quantification in Machine Learning for Biosignal Applications -- A Review

Ivo Pascal de Jong, Andreea Ioana Sburlea, Matias Valdenegro-Toro

Purpose: Uncertainty Quantification (UQ) has gained traction in an attempt to improve the interpretability and robustness of machine learning predictions. Specifically (medical) bi…