2 papers
stat.ML2014
Support vector comparison machines
David Venuto, Toby Dylan Hocking, Lakjaree Sphanurattana +1
In ranking problems, the goal is to learn a ranking function from labeled pairs of input points. In this paper, we consider the related comparison problem, where the label indicate…
cs.CV2012
Designing various component analysis at will
Akisato Kimura, Masashi Sugiyama, Sakano Hitoshi +1
This paper provides a generic framework of component analysis (CA) methods introducing a new expression for scatter matrices and Gram matrices, called Generalized Pairwise Expressi…