Discriminative learning for label sequences via boosting Export

@misc{citeulike:348725, abstract = {This paper investigates a boosting approach to discriminative learning of label sequences based on a sequence rank loss function.}, author = {Altun, Y. and Hofmann, T. and Johnson, M.}, citeulike-article-id = {348725}, citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.4.5119}, comment = {boosting derivation for log loss for sequences, sparser models than gradient descent, but worse performance}, keywords = {boosting, crf}, posted-at = {2006-04-01 20:53:14}, priority = {2}, title = {Discriminative learning for label sequences via boosting}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.4.5119}, year = {2003} }

TY - GEN ID - citeulike:348725 L3 - citeulike-article-id:348725 N2 - This paper investigates a boosting approach to discriminative learning of label sequences based on a sequence rank loss function. TI - Discriminative learning for label sequences via boosting KW - boosting KW - crf N1 - boosting derivation for log loss for sequences, sparser models than gradient descent, but worse performance AU - Altun, Y AU - Hofmann, T AU - Johnson, M PY - 2003/// UR - http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.4.5119 ER -