This was part of Machine Learning and Mean-Field Games

Assessing Transfer Learning

Haoyang Cao, The Alan Turing Institute
Thursday, May 26, 2022

Abstract: In this work, we study transfer learning for supervised learning. In particular, we propose and analyze some probabilistic measures of transferability, which we refer to as transfer scores. We then demonstrate the relevance between the transfer scores and transfer learning performances via various numerical examples.