Projects

Updated 9 months ago

Laplace approximation of the marginal likelihood

c laplace-approximation marginal-likelihood

Updated 9 months ago

Bayesian Low-Rank Adaptation for Large Language Models

kfac laplace-approximation llm

Updated 9 months ago

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

bayesian-deep-learning julia laplace-approximation machine-learning

Updated 9 months ago

PyTorch implementation of Sparse Function-space Representation of Neural Networks

bayesian-inference bayesian-neural-networks deep-learning gaussian-processes laplace-approximation pytorch

Updated 9 months ago

Code accompanying ICLR 2024 paper "Function-space Parameterization of Neural Networks for Sequential Learning"

bayesian-deep-learning bayesian-inference bayesian-neural-networks deep-learning gaussian-processes laplace-approximation pytorch

Updated 9 months ago

Approximate integrals through second-order Taylor expansions

laplace-approximation

ecosyste.ms