A Hilbert-Schmidt Dependence Maximization Approach to Unsupervised Structure Discovery

In recent work by (Song et al., 2007), it has been proposed to perform clustering by maximizing a Hilbert-Schmidt independence criterion with respect to a predefined cluster structure Y, by solving fo