Issam Falih

Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport (Abstract Reprint)

Domain adaptation arises as an important problem in statistical learning theory, arising when the data-generating processes differ between the training and test samples, respectively called source and target domains. Recent theoretical advances have demonstrated that the success of domain adaptation