A systems theory of transfer learning

HIGHLIGHTS

  • who: Tyler Cody and colleagues from the (UNIVERSITY) have published the research: A Systems Theory of Transfer Learning, in the Journal: (JOURNAL)
  • what: The authors provide a formal general systems framework for modeling transfer learning that offers a rigorous foundation for system design and analysis. Learning in identically distributed settings has been the focus of the learning theory and machine_learning research for decades, however, such settings represent a minority of use cases. The authors provide a novel definition of transfer learning systems, dichotomize transfer learning in terms of structure and behavior, and formalize notions of . . .

     

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