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Company Lg / Max-Margin Markov Networks / Training Max-Margin Markov Networks / / / Facility University of Alberta / Purdue University / University of Chicago / / IndustryTerm resulting algorithm / approximate algorithms / dynamic programming algorithms / primal algorithm / different algorithms / gap algorithm / lower solution / optimization algorithms / excessive gap reduction algorithm / efficient algorithms / / Organization University of Alberta / Department of Computing Science / Department of Computer Science / Purdue University / University of Chicago / Chicago / Department of Statistics and Computer Science / / Technology Our algorithm / excessive gap reduction algorithm / 297 Algorithm / machine learning / resulting algorithm / dynamic programming algorithms / large / approximate algorithms / efficient algorithms / primal algorithm / different algorithms / gap algorithm / dual algorithm / optimization algorithms / / SocialTag 
Accelerated Training of Max-Margin Markov Networks with Kernels Xinhua Zhang1 , Ankan Saha2 , and S.V.N. Vishwanathan3 1 Department of Computing Science, University of Alberta, Edmonton, Canada