PAC-Bayes and Domain Adaptation

Pascal Germain, Amaury Habrard, François Laviolette +1

We provide two main contributions in PAC-Bayesian theory for domain adaptation where the objective is to learn, from a source distribution, a well-performing majority vote on a dif…