PAC-Bayesian Learning and Domain Adaptation

Pascal Germain, Amaury Habrard, François Laviolette +1

In machine learning, Domain Adaptation (DA) arises when the distribution gen- erating the test (target) data differs from the one generating the learning (source) data. It is well…