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Probabilistic Topic Models : Foundation and Application - 2023 ed.

By: (Author) Chen Zhang , (Author) Di Jiang , (Author) Yuanfeng Song

Extended Catalogue

Ksh 27,000.00

Format: Paperback or Softback

ISBN-10: 9819924332

ISBN-13: 9789819924332

Edition: 2023 ed.

Publisher: Springer Verlag, Singapore

Imprint: Springer Verlag, Singapore

Country of Manufacture: GB

Country of Publication: GB

Publication Date: Jun 9th, 2024

Print length: 149 Pages

Product Classification: Computational linguistics
Databases
Mathematical theory of computation
Natural language & machine translation
Machine learning

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This book introduces readers to the theoretical foundation and application of topic models. More concretely, it covers topics such as fundamental concepts, topic model structures, approximate inference algorithms, and a range of methods used to create high-quality topic models.

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