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Bandit Algorithms in Information Retrieval
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Bandit Algorithms in Information Retrieval Paperback - 2019

by Dorota Glowacka


From the publisher

This monograph provides an overview of bandit algorithms inspired by various aspects of Information Retrieval (IR), such as click models, online ranker evaluation, personalization or the cold-start problem. Using a survey style, each chapter focuses on a specific IR problem and explains how it was addressed with various bandit approaches. Within each section, all the algorithms are presented in chronological order. The monograph shows how specific concepts related to bandit algorithms. This comprehensive, chronological approach enables the author to explain the impact of IR on the development of new bandit algorithms as well as the impact of bandit algorithms on the development of new methods in IR. The survey is primarily intended for two groups of readers: researchers in Information Retrieval or Machine Learning and practicing data scientists. It is accessible to anyone who has completed introductory to intermediate level courses in machine learning and/or statistics.

Details

  • Title Bandit Algorithms in Information Retrieval
  • Author Dorota Glowacka
  • Binding Paperback
  • Pages 138
  • Volumes 1
  • Language ENG
  • Publisher Now Publishers
  • Date 2019-05-23
  • ISBN 9781680835748 / 1680835742
  • Weight 0.45 lbs (0.20 kg)
  • Dimensions 9.21 x 6.14 x 0.3 in (23.39 x 15.60 x 0.76 cm)
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Bandit Algorithms in Information Retrieval (Foundations and Trends (R) in Information Retrieval)
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Bandit Algorithms in Information Retrieval (Foundations and Trends (R) in Information Retrieval)

by Dorota Gowacka (author)

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Now Publishers, 2019. Paperback. New. 138 pages. 9.21x6.14x0.30 inches.
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Bandit Algorithms in Information Retrieval

Bandit Algorithms in Information Retrieval

by Dorota Glowacka

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Paperback
ISBN 10 / ISBN 13
9781680835748 / 1680835742
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Paperback / softback. New. Provides an overview of bandit algorithms inspired by various aspects of Information Retrieval (IR), such as click models, online ranker evaluation, personalization or the cold-start problem. Using a survey style, each chapter focuses on a specific IR problem and explains how it was addressed with various bandit approaches.
Item Price
£84.49
£9.95 shipping to USA
Bandit Algorithms in Information Retrieval
Stock Photo: Cover May Be Different

Bandit Algorithms in Information Retrieval

by Dorota Głowacka

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New
ISBN 10 / ISBN 13
9781680835748 / 1680835742
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New. New Book; Fast Shipping from UK; Not signed; Not First Edition; The Bandit Algorithms in Information Retrieval.
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Bandit Algorithms in Information Retrieval (Foundations and Trends(r) in Information Retrieval)

Bandit Algorithms in Information Retrieval (Foundations and Trends(r) in Information Retrieval)

by Głowacka, Dorota

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New
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Paperback
ISBN 10 / ISBN 13
9781680835748 / 1680835742
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Description:
Now Publishers, 2019 8vo (23.5 cm). VIII, 131 pp. Laminated wrappers. "This monograph provides an overview of bandit algorithms inspired by various aspects of Information Retrieval (IR), such as click models, online ranker evaluation, personalization or the cold-start problem. Using a survey style, each chapter focuses on a specific IR problem and explains how it was addressed with various bandit approaches. Within each section, all the algorithms are presented in chronological order. The monograph shows how specific concepts related to bandit algorithms. This comprehensive, chronological approach enables the author to explain the impact of IR on the development of new bandit algorithms as well as the impact of bandit algorithms on the development of new methods in IR. The survey is primarily intended for two groups of readers: researchers in Information Retrieval or Machine Learning and practicing data scientists. It is accessible to anyone who has completed introductory to intermediate level… Read More
Item Price
£49.48
£12.86 shipping to USA