arXiv stat.ML
· Papers
Generalised Robust Bayes for Joint Inference of Model and Contamination
arXiv:2607.25665v1 Announce Type: cross Abstract: Generalised Bayesian inference (GBI) has emerged as a compelling robust alternative to standard Bayesian inference, mitigating sensitivity to data contamination by replacing the log-likelihood with a robust loss or divergence. However, existing robust GBI frameworks typ