1 code implementation • 16 Feb 2024 • Alireza Javanmardi, David Stutz, Eyke Hüllermeier
Credal sets are sets of probability distributions that are considered as candidates for an imprecisely known ground-truth distribution.
1 code implementation • 1 Jun 2023 • Alireza Javanmardi, Yusuf Sale, Paul Hofman, Eyke Hüllermeier
While the predictions produced by conformal prediction are set-valued, the data used for training and calibration is supposed to be precise.
1 code implementation • 30 Dec 2022 • Alireza Javanmardi, Eyke Hüllermeier
The main objective of Prognostics and Health Management is to estimate the Remaining Useful Lifetime (RUL), namely, the time that a system or a piece of equipment is still in working order before starting to function incorrectly.