Limits of Model Selection under Transfer Learning

Steve Hanneke, Samory Kpotufe, Yasaman Mahdaviyeh

Theoretical studies on transfer learning or domain adaptation have so far focused on situations with a known hypothesis class or model; however in practice, some amount of model se…