Posts tagged heteroskedastic
Heteroskedastic Gaussian Processes
- 05 May 2021
We can typically divide the sources of uncertainty in our models into two categories. “Aleatoric” uncertainty (from the Latin word for dice or randomness) arises from the intrinsic variability of our system. “Epistemic” uncertainty (from the Greek word for knowledge) arises from how our observations are placed throughout the domain of interest.