2 code implementations • 12 Dec 2018 • Rohitash Chandra, Danial Azam, Arpit Kapoor, R. Dietmar Müller
In this paper, we apply surrogate-assisted parallel tempering where that surrogate mimics a landscape evolution model by estimating the likelihood function from the model.
2 code implementations • 21 Nov 2018 • Rohitash Chandra, Konark Jain, Arpit Kapoor, Ashray Aman
Due to the need for robust uncertainty quantification, Bayesian neural learning has gained attention in the era of deep learning and big data.