Full-Covariance Smoothing of Bayesian Neural Networks for Online Adaptation

Oren Wright, Haoming Jing, Qiaoan Shen +3

A neural network's layers can be treated as time steps of a state-space model, turning Bayesian training into a smoothing problem: a forward pass propagates Gaussian moments throug…