@inproceedings{7b30560295df4601931275cb149283dc,
title = "Learning ensembles of structured prediction rules",
abstract = "We present a series of algorithms with theoretical guarantees for learning accurate ensembles of several structured prediction rules for which no prior knowledge is assumed. This includes a number of randomized and deterministic algorithms devised by converting on-line learning algorithms to batch ones, and a boostingstyle algorithm applicable in the context of structured prediction with a large number of labels. We also report the results of extensive experiments with these algorithms.",
author = "Corinna Cortes and Vitaly Kuznetsov and Mehryar Mohri",
year = "2014",
doi = "10.3115/v1/p14-1001",
language = "English (US)",
isbn = "9781937284725",
series = "52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference",
publisher = "Association for Computational Linguistics (ACL)",
pages = "1--12",
booktitle = "Long Papers",
note = "52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 ; Conference date: 22-06-2014 Through 27-06-2014",
}