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» Training Data Selection for Support Vector Machines

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TSP
2008

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Support Vector Machine Training for Improved Hidden Markov Modeling

13 years 7 months ago

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We present a discriminative training algorithm, that uses support vector machines (SVMs), to improve the classification of discrete and continuous output probability hidden Markov ...

Alba Sloin, David Burshtein

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JMLR
2008

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Estimating the Confidence Interval for Prediction Errors of Support Vector Machine Classifiers

13 years 7 months ago

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Support vector machine (SVM) is one of the most popular and promising classification algorithms. After a classification rule is constructed via the SVM, it is essential to evaluat...

Bo Jiang, Xuegong Zhang, Tianxi Cai

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ACL
2011

207views Computational Linguistics» more ACL 2011»

Joint Training of Dependency Parsing Filters through Latent Support Vector Machines

12 years 11 months ago

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Graph-based dependency parsing can be sped up signiﬁcantly if implausible arcs are eliminated from the search-space before parsing begins. State-of-the-art methods for arc ﬁlt...

Colin Cherry, Shane Bergsma

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WADS
2001
Springer

80views Algorithms» more WADS 2001»

Optimization over Zonotopes and Training Support Vector Machines

14 years 5 days ago

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Marshall W. Bern, David Eppstein

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