Format Online paper / PDF
Location PART 3 - THE THIRD AXIS CHAPTER 12: DARK INFORMATION Uncertainty Gives Rewards

"Epistemic uncertainty can in principle be reduced with additional information, whereas aleatoric uncertainty due to inherent randomness is irreducible."

The paper distinguishes reducible uncertainty caused by lack of knowledge from irreducible uncertainty caused by inherent randomness.

View Source
Source title Aleatoric and epistemic uncertainty in machine learning: an introduction to concepts and methods
Source authors Eyke Hüllermeier; Willem Waegeman
Source year 2021
Confidence high
Importance high
Back to evidence PREVIOUSNEXT