Geometric Moment Alignment for Domain Adaptation via Siegel Embeddings

Shayan Gharib, Marcelo Hartmann, Arto Klami

We address the problem of distribution shift in unsupervised domain adaptation with a moment-matching approach. Existing methods typically align low-order statistical moments of th…