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  • eBook:Solving Large Scale Learning Tasks. Challenges and Algorithms

    Solving Large Scale Learning Tasks. Challenges and Algorithms

    Essays Dedicated to Katharina Morik on the Occasion of Her 60th Birthday
    Stefan Michaelis; Nico Piatkowski; Marco Stolpe
    978-3-319-41706-6
    2016
    Edition 1
    • Contains refereed papers dedicated to Katharina Morik and to her work
    • Collects a number of papers by Prof. Morik's friends and collaborators over the years presenting a broad range of topics reflecting her versatility
    • Adresses a large diversity of topics starting with natural language processing; machine learning, ranging from inductive logic programming to statistical learning; analysis of very large data collections; high-dimensional data; and resource awareness. Latest results include spatio-temporal random fields and integer Markov random fields, both allowing for complex probabilistic graphical models under resource constraints.
    • Includes supplementary material: sn.pub/extras

    €100

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