To this end, we deploy the sparse graph regularized approach (Argyriou et al., 2007;Zhou et al., 2011) to encode the structure of the seven classes as a graph regularizer in a logistic regression framework.
we employed a multi-task learning paradigm, where each task is a one-vs-all classification.