Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions

International Conference on Machine Learning

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Main Authors: Cheung, Wang Chi, Zhong, Zixin, Tan, Yan Fu
Other Authors: ELECTRICAL AND COMPUTER ENGINEERING
Format: Conference or Workshop Item
Published: 2021
Online Access:https://scholarbank.nus.edu.sg/handle/10635/194856
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Institution: National University of Singapore
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spelling sg-nus-scholar.10635-1948562024-04-25T03:36:22Z Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions Cheung, Wang Chi Zhong, Zixin Tan, Yan Fu ELECTRICAL AND COMPUTER ENGINEERING INDUSTRIAL SYSTEMS ENGINEERING AND MANAGEMENT International Conference on Machine Learning 139 0 12772-12781 United States 2021-07-24T03:29:09Z 2021-07-24T03:29:09Z 2021-07-01 2021-07-23T13:23:48Z Conference Paper Cheung, Wang Chi, Zhong, Zixin, Tan, Yan Fu (2021-07-01). Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions. International Conference on Machine Learning 139 (0) : 12772-12781. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/194856 Elements
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
description International Conference on Machine Learning
author2 ELECTRICAL AND COMPUTER ENGINEERING
author_facet ELECTRICAL AND COMPUTER ENGINEERING
Cheung, Wang Chi
Zhong, Zixin
Tan, Yan Fu
format Conference or Workshop Item
author Cheung, Wang Chi
Zhong, Zixin
Tan, Yan Fu
spellingShingle Cheung, Wang Chi
Zhong, Zixin
Tan, Yan Fu
Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions
author_sort Cheung, Wang Chi
title Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions
title_short Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions
title_full Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions
title_fullStr Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions
title_full_unstemmed Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions
title_sort probabilistic sequential shrinking: a best arm identification algorithm for stochastic bandits with corruptions
publishDate 2021
url https://scholarbank.nus.edu.sg/handle/10635/194856
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