Expected Probabilistic Hierarchies

Marcel Kollovieh, Bertrand Charpentier, Daniel Zügner, Stephan Günnemann

Neural Information Processing Systems 

A major drawback of continuous methods isthat the optimal hierarchyofsoft scores might not align with their discrete counterparts.