Bandit Algorithms In Information Retrieval
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Type: BOOK - Published: 2020-07-16 - Publisher: Cambridge University Press
Decision-making in the face of uncertainty is a significant challenge in machine learning, and the multi-armed bandit model is a commonly used framework to addr
Language: en
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Type: BOOK - Published: 2015-12-09 - Publisher: Springer
This book constitutes the thoroughly refereed proceedings of the 8th Russian Summer School on Information Retrieval, RuSSIR 2014, held in Nizhniy Novgorod, Russ
Language: en
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Type: BOOK - Published: 2019-10-31 - Publisher:
Multi-armed bandits is a rich, multi-disciplinary area that has been studied since 1933, with a surge of activity in the past 10-15 years. This is the first boo
Language: en
Pages: 138
Pages: 138
Type: BOOK - Published: 2019-05-23 - Publisher: Foundations and Trends(r) in I
This monograph provides an overview of bandit algorithms inspired by various aspects of Information Retrieval. It is accessible to anyone who has completed intr
Language: en
Pages: 134
Pages: 134
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Provides a comprehensive overview of the topic. It shows how online evaluation is used for controlled experiments, segmenting them into experiment designs that
