Margin-aware Adversarial Domain Adaptation with Optimal Transport

Sofien Dhouib, Ievgen Redko, Carole Lartizien

Abstract: In this paper, we propose a new theoretical analysis of unsupervised domain adaptation that relates notions of large margin separation, adversarial learning and optimal transport. This analysis gen...