Gradient computation in linear-chain conditional random fields using the entropy message passing algorithm. - Velimir M. Ilic; Dejan I. Mancev; Branimir Todorovic; Miomir S. Stankovic (Pattern Recognit. Lett., 2012)

A primal sub-gradient method for structured classification with the averaged sum loss. - Dejan I. Mancev; Branimir Todorovic (Int. J. Appl. Math. Comput. Sci., 2014)

K-best max-margin approaches for sequence labeling. - Dejan I. Mancev; Branimir Todorovic (Comput. Sci. Inf. Syst., 2015)