Uncertainty Estimation by Fisher Information-based Evidential Deep Learning.

Danruo Deng Guangyong Chen Yang Yu Furui Liu Pheng-Ann Heng

Published in: ICML (2023)

Keyphrases

deep learning
fisher information
estimation error
unsupervised learning
machine learning
euclidean space
probability density function
weakly supervised
mental models
parameter estimation
noise level
positive definite
free energy
geodesic distance
density estimation
higher order
object recognition