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Bandit Algorithms in Information Retrieval

By: Dorota Glowacka (Author)

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Format: Paperback or Softback

ISBN-13: 9781680835748

Publisher: now publishers Inc

Publication Date: May 23rd, 2019

Weight: 230 grams

Dimension: 15.50 x 23.40 x 1.30 cms

Category: INFORMATION TECHNOLOGY: GENERAL

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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.

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