(Download free pdf) Learning with Partially Labeled and Interdependent Data






 | #4510569 in Books |  2015-05-08 | Original language:English | PDF # 1 |  9.21 x.31 x6.14l,.0 | File Name: 3319157256 | 106 pages

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This book develops two key machine learning principles: the semi-supervised paradigm and learning with interdependent data. It reveals new applications, primarily web related, that transgress the classical machine learning framework through learning with interdependent data.

The book traces how the semi-supervised paradigm and the learning to rank paradigm emerged from new web applications, leading to a massive production of heterogeneous textual data. It expl...


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