One can use the OSD algorithm to derive math O ( \ sqrt { T } ) / math regret bounds for the online version of Support vector machine for classification , which use the hinge loss math v _ t ( w ) = \ max \ { 0 , 1 - y _ t ( w \ cdot x _ t ) \ } / math