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Predicting Structured Data (Neural Information Processing series)

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 | #3663710 in Books |  2007-07-27 | Original language:English | PDF # 1 |  10.00 x.63 x8.00l,1.58 | File type: PDF | 360 pages

||About the Author||Gökhan Bakir is Research Scientist at the Max Planck Institute for Biological Cybernetics in Tübingen, Germany.

|Ben Taskar is Assistant Professor in the Computer and Information Science Department at the University of Penn

State-of-the-art algorithms and theory in a novel domain of machine learning, prediction when the output has structure.

Machine learning develops intelligent computer systems that are able to generalize from previously seen examples. A new domain of machine learning, in which the prediction must satisfy the additional constraints found in structured data, poses one of machine learning's greatest challenges: learning functional dependencies between arbitra...

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