arXiv stat.ML July 9, 2026 · Papers

Transfer Learning for Linear Discriminant Analysis with a Shared Classification Signal

arXiv:2607.06936v1 Announce Type: cross Abstract: This paper studies transfer learning for linear discriminant analysis in high-dimensional two-class classification. We consider one target domain and several source domains, where the mean difference in each domain is decomposed into a deterministic common component and