Approximately optimal domain adaptation with Fisher's Linear Discriminant

Hayden S. Helm, Ashwin De Silva, Joshua T. Vogelstein +2

We propose a class of models based on Fisher's Linear Discriminant (FLD) in the context of domain adaptation. The class is the convex combination of two hypotheses: i) an average h…