Formal Bayesian Transfer Learning via the Total Risk Prior

Nathan Wycoff, Ali Arab, Lisa O. Singh

Existing methods for transfer learning struggle to deal with situations where the source datasets are limited and not guaranteed to be well-aligned with the target dataset. A typic…