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Information theory / Cybernetics / Statistical inference / Gibbs sampling / Entropy / Estimation theory / Sequence labeling / Statistics / Machine learning / Statistical theory


Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion Nguyen Viet Cuong Wee Sun Lee Nan Ye Department of Computer Science
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Document Date: 2013-12-27 04:21:58

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Company

Neural Information Processing Systems / CRF / Task TPass maxGEC LC / US Air Force Research Laboratory / Chai Hai Leong Chieu DSO National Laboratories / /

Country

Singapore / /

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Facility

US Air Force Research Laboratory / University of WisconsinMadison / Computer Science National University of Singapore / /

IndustryTerm

approximation algorithm / active learning algorithm / version space reduction algorithms / non-adaptive greedy algorithm / maxGEC algorithms / passive learning algorithms / batch maxGEC algorithm / active learning algorithms / least confidence algorithm / batch greedy algorithm / generalized binary search / batch maxGEC algorithms / greedy algorithms / inference algorithms / greedy algorithm / electronics / near-optimal greedy algorithms / greedy adaptive algorithm / learning algorithms / /

NaturalFeature

Shannon / /

Organization

National University of Singapore / University of WisconsinMadison / Maximum Gibbs Error Criterion Nguyen Viet Cuong Wee Sun Lee Nan Ye Department / Nguyen Viet Cuong Wee Sun Lee Nan Ye Department / Association for Computational Linguistics / /

Person

Debajyoti Ray / Yuxin Chen / Sunita Sarawagi / Wee Sun Lee / Daniel Golovin / John Lafferty / Jianke Zhu / Marc Gyssens / Fien De Meulder / Andreas Krause / William W. Cohen / Constantino Tsallis / Nan Ye / Hai Leong Chieu / Thorsten Joachims / Semi-Markov Conditional Random / Michael R Lyu / Kamal Nigam / Rong Jin / Erik F. Tjong Kim Sang / Robert Nowak / Andrew McCallum / Bassem Sayrafi / Viet Cuong Nguyen / Dirk Van Gucht / Mark Craven / Edgardo Brigatti / Kian Ming / Wee Sun Lee Nan Ye / /

Position

Bayesian transductive Naive Bayes model for text classification / Fisher information matrix / /

Product

Gibbs / /

ProgrammingLanguage

E / /

PublishedMedium

Computational Linguistics / Machine Learning / Journal of Artificial Intelligence Research / /

Technology

batch maxGEC algorithm / MetropolisHastings algorithm / maxGEC algorithms / Longest algorithms / active learning algorithms / Machine Learning / greedy algorithms / Rocchio Algorithm / non-adaptive greedy algorithm / active learning algorithm / Natural Language Processing / batch maxGEC algorithms / passive learning algorithms / Thermodynamics / least confidence algorithm / 4 Algorithm / approximation algorithm / version space reduction algorithms / greedy algorithm / greedy adaptive algorithm / 5 Algorithm / batch greedy algorithm / known inference algorithms / /

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