arXiv stat.ML
· Papers
Uncertainty Decomposition for Bayes-Filtered Transformers via Bayesian Predictive Inference
arXiv:2602.04596v2 Announce Type: replace Abstract: Bayes-filtered transformers are transformers meta-learned on sequences from a prior predictive distribution to approximate the corresponding posterior predictive distribution. They output total predictive uncertainty in a single forward pass but never explicitly repre