odb9402/SWAG_

Graphical experiments of calculating covariances and means of stochastic weight averaging-Gaussian(SWAG)

SWAG

A simple baseline for bayesian uncertainty in deep learning suggests the bayesian inference using stochastic weight averaging(SWA) with Gaussian-modeled weights(SWAG).

Uncertainty of unstable weight

Uncertainty of converged weight