Cheng Gao

Robust Transfer Learning with Unreliable Source Data

2023 · arXiv (Cornell University)

This paper addresses challenges in robust transfer learning stemming from ambiguity in Bayes classifiers and weak transferable signals between the target and source distribution. We introduce a novel quantity called the ''ambiguity level'' that measures …