On the QUEST for Uncertainty Quantification via Highest Density Regions

Sam Goring, Tom Kuipers, Nicola Paoletti +1

Uncertainty quantification (UQ) is essential for reliable decision-making in safety-critical applications in probabilistic machine learning. For regression problems, dominant scala…