1 code implementation • 17 Apr 2021 • Rohitash Chandra, Ayush Bhagat, Manavendra Maharana, Pavel N. Krivitsky
Bayesian inference provides a principled approach to uncertainty quantification of model parameters for deep learning models.
1 code implementation • 13 Apr 2021 • Rohitash Chandra, Mahir Jain, Manavendra Maharana, Pavel N. Krivitsky
Although prominent deep learning methods have been used to enhance autoencoders, the need to provide robust uncertainty quantification remains a challenge.