Hypothesis Transfer in Bandits by Weighted Models

Steven Bilaj, Sofien Dhouib, Setareh Maghsudi

We consider the problem of contextual multi-armed bandits in the setting of hypothesis transfer learning. That is, we assume having access to a previously learned model on an unobs…