laplace-approximation topic

Statistical Rethinking (2nd ed.) with NumPyro

fehiepsi

Laplace approximations for Deep Learning.

aleximmer

Official Code: Estimating Model Uncertainty of Neural Networks in Sparse Information Form, ICML2020.

DLR-RM

Code for Accelerated Linearized Laplace Approximation for Bayesian Deep Learning (ELLA, NeurIPS 22')

thudzj

Effortless Bayesian Deep Learning through Laplace Approximation for Flux.jl neural networks.

JuliaTrustworthyAI

Bayesian Low-Rank Adaptation for Large Language Models

MaximeRobeyns