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» GraphLab: A New Framework for Parallel Machine Learning

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NIPS
2003

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Max-Margin Markov Networks

13 years 6 months ago

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In typical classiﬁcation tasks, we seek a function which assigns a label to a single object. Kernel-based approaches, such as support vector machines (SVMs), which maximize the ...

Benjamin Taskar, Carlos Guestrin, Daphne Koller

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LREC
2010

236views Education» more LREC 2010»

ProPOSEC: A Prosody and PoS Annotated Spoken English Corpus

13 years 6 months ago

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We have previously reported on ProPOSEL, a purpose-built Prosody and PoS English Lexicon compatible with the Python Natural Language ToolKit. ProPOSEC is a new corpus research res...

Claire Brierley, Eric Atwell

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SDM
2008
SIAM

177views Data Mining» more SDM 2008»

Practical Private Computation and Zero-Knowledge Tools for Privacy-Preserving Distributed Data Mining

13 years 6 months ago

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In this paper we explore private computation built on vector addition and its applications in privacypreserving data mining. Vector addition is a surprisingly general tool for imp...

Yitao Duan, John F. Canny

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