[PDF.41jt] Predicting Structured Data (Neural Information Processing series)

Predicting Structured Data (Neural Information Processing series)

[PDF.ie52] Predicting Structured Data (Neural Information Processing series)

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 | #4605078 in Books |  2007-07-27 | Original language:English | PDF # 1 |  10.00 x.63 x8.00l,1.58 | File type: PDF | 360 pages

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||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

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 arbitrary input and output domains. This volume presents and analyzes the state of the art in machine learning algorithms and theory in this...

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