Victor Bouvier

Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract)

Domain Invariant Representations (IR) has improved drastically the transferability of representations from a labelled source domain to a new and unlabelled target domain. Unsupervised Domain Adaptation (UDA) in presence of label shift remains an open problem. To this purpose, we present a bound of t…