When to Transfer: Adaptive Source Selection for Positive Transfer in Linear Models

Hamza Cherkaoui, Hélène Halconruy, Yohan Petetin

In many business settings, task-specific labeled data are scarce or costly to obtain, limiting supervised learning on a target task. A classical response is transfer learning (TL).…