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Advanced Structured Prediction (Neural Information Processing series)

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 | #2078536 in Books |  2014-12-05 | Original language:English | PDF # 1 |  10.00 x.69 x8.00l,.0 | File type: PDF | 432 pages

||About the Author||Sebastian Nowozin is a Researcher in the Machine Learning and Perception group (MLP) at Microsoft Research, Cambridge, England. Peter V. Gehler is a Senior Researcher in the Perceiving Systems group at the Max Planck Institute for Intelligent S

The goal of structured prediction is to build machine learning models that predict relational information that itself has structure, such as being composed of multiple interrelated parts. These models, which reflect prior knowledge, task-specific relations, and constraints, are used in fields including computer vision, speech recognition, natural language processing, and computational biology. They can carry out such tasks as predicting a natural language sentence, or...

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