Accelerated Linearized Laplace Approximation for Bayesian Deep Learning

Introduction Bayesian NNs and Laplace Approximation (LA) Linearized Laplace (LLA) and Scalability Problem Accelerated Linearized Laplace Approximation (ELLA) Experiments Conclusion Introduction Deep neural networks (DNNs) have become the default to...