Improving predictions of Bayesian neural nets via local linearization

19 August 2020

Papers citing "Improving predictions of Bayesian neural nets via local linearization"

4 / 4 papers shown

Title
Linearization Turns Neural Operators into Function-Valued Gaussian Processes Emilia Magnani Marvin Pfortner Tobias Weber Philipp Hennig UQCV 66 1 0 07 Jun 2024
Approximate Bayesian Neural Operators: Uncertainty Quantification for Parametric PDEs Emilia Magnani Nicholas Kramer Runa Eschenhagen Lorenzo Rosasco Philipp Hennig UQCV BDL 15 9 0 02 Aug 2022
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam Mohammad Emtiyaz Khan Didrik Nielsen Voot Tangkaratt Wu Lin Y. Gal Akash Srivastava ODL 74 266 0 13 Jun 2018
MCMC using Hamiltonian dynamics Radford M. Neal 185 3,266 0 09 Jun 2012