With the study of learning from labeled features, many research efforts on active learning with feature supervision are also reported (Melville et al., 2005;Raghavan et al., 2006).
in our setting of Tri-NMF, orthogonal constraints are enforced on F, G and Euclidean distance is used as the objective function.