Margin-free classification and new class detection using finite Dirichlet mixtures

Prince John, Alessandra R. Brazzale, Maria Süveges

We present a margin-free finite mixture model which allows us to simultaneously classify objects into known classes and to identify possible new object types using a set of continu…