Search Results for author: Arpit Kapoor

Found 2 papers, 2 papers with code

Surrogate-assisted Bayesian inversion for landscape and basin evolution models

2 code implementations12 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.

Bayesian Inference Computational Efficiency +1

Surrogate-assisted parallel tempering for Bayesian neural learning

2 code implementations21 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.

Bayesian Inference Decision Making +1

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