2024
Gradual Domain Adaptation via Manifold-Constrained Distributionally Robust Optimization
seyed amir hossein saberi, Amir Najafi, Amin Behjati, Ala Emrani, Yasaman Zolfimoselo, Mahdi Shadrooy +2
NeurIPS 2024poster
The aim of this paper is to address the challenge of gradual domain adaptation within a class of manifold-constrained data distributions. In particular, we consider a sequence of $T\ge2$ data distributions $P_1,\ldots,P_T$ undergoing a gradual shift, where each pair of consecutive measures $P_i,P_{i…