Help Me Help You: The Aggregate Value of Source and Target Data in Transfer Learning
This work identifies and characterize an interesting dichotomy in the rates achievable in the supervised setting: there is a weak transfer regime where optimal rates are determined by information in either the source or target dataset but not both, and a strong transfer regime where much faster target rates are achieva...
Steve Hanneke, Samory Kpotufe
· 3 citations