Accelerated Linearized Laplace Approximation for Bayesian Deep Learning

Dec 8, 2025 · 10 min read · 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...