On the Value of Target Data in Transfer Learning

          Steve Hanneke                  Samory Kpotufe
    Toyota Technological Institute at Chicago       Columbia University, Statistics
       steve.hanneke@gmail.com               skk2175@columbia.edu

                        Abstract
     We aim to understand the value of additional labeled or unlabeled target data in
     transfer learning, for any given amount of source data; this is motivated by prac-
     tical questions around minimizi ...