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stat.ML2024
Help Me Help You: The Aggregate Value of Source and Target Data in Transfer Learning
Steve Hanneke, Samory Kpotufe
Transfer learning, in regression or classification, concerns problems where one aims to use imperfect data from a source distribution P to improve prediction w.r.t. a target distri…
stat.ML2023★ 1 cited
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…