Learning under Distribution Mismatch and Model Misspecification

Saeed Masiha, Amin Gohari, Mohammad Hossein Yassaee +1

We study learning algorithms when there is a mismatch between the distributions of the training and test datasets of a learning algorithm. The effect of this mismatch on the genera…