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Decentralized Task Offloading in Edge Computing: A Multi-User Multi-Armed Bandit Approach
Wang, Xiong, Ye, Jiancheng, Lui, John C.S.
Published in Annual Joint Conference of the IEEE Computer and Communications Societies (02.05.2022)
Published in Annual Joint Conference of the IEEE Computer and Communications Societies (02.05.2022)
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Conference Proceeding
Best Arm Identification in Restless Markov Multi-Armed Bandits
Karthik, P. N., Reddy, Kota Srinivas, Tan, Vincent Y. F.
Published in IEEE transactions on information theory (01.05.2023)
Published in IEEE transactions on information theory (01.05.2023)
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Journal Article
Multi-class boosting for the analysis of multiple incomplete views on microbiome data
Simeon, Andrea, Radovanović, Miloš, Lončar-Turukalo, Tatjana, Ceci, Michelangelo, Brdar, Sanja, Pio, Gianvito
Published in BMC bioinformatics (14.05.2024)
Published in BMC bioinformatics (14.05.2024)
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Journal Article
Constrained regret minimization for multi-criterion multi-armed bandits
Kagrecha, Anmol, Nair, Jayakrishnan, Jagannathan, Krishna
Published in Machine learning (01.02.2023)
Published in Machine learning (01.02.2023)
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Journal Article
Asymptotically Optimal Lagrangian Priority Policy for Deadline Scheduling With Processing Rate Limits
Hao, Liangliang, Xu, Yunjian, Tong, Lang
Published in IEEE transactions on automatic control (01.01.2022)
Published in IEEE transactions on automatic control (01.01.2022)
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Journal Article
Functional Sequential Treatment Allocation
Kock, Anders Bredahl, Preinerstorfer, David, Veliyev, Bezirgen
Published in Journal of the American Statistical Association (14.09.2022)
Published in Journal of the American Statistical Association (14.09.2022)
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Journal Article
Learning to Detect an Odd Markov Arm
Karthik, P. N., Sundaresan, Rajesh
Published in IEEE transactions on information theory (01.07.2020)
Published in IEEE transactions on information theory (01.07.2020)
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Journal Article
A Differentially Private Approach for Budgeted Combinatorial Multi-Armed Bandits
Wang, Hengzhi, Cui, Laizhong, Wang, En, Liu, Jiangchuan
Published in IEEE transactions on dependable and secure computing (01.01.2025)
Published in IEEE transactions on dependable and secure computing (01.01.2025)
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Journal Article
Low-complexity algorithm for restless bandits with imperfect observations
Liu, Keqin, Weber, Richard, Zhang, Chengzhong
Published in Mathematical methods of operations research (Heidelberg, Germany) (01.10.2024)
Published in Mathematical methods of operations research (Heidelberg, Germany) (01.10.2024)
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Journal Article
Greedy algorithms for stochastic monotone k-submodular maximization under full-bandit feedback
Sun, Xin, Guo, Tiande, Han, Congying, Zhang, Hongyang
Published in Journal of combinatorial optimization (01.01.2025)
Published in Journal of combinatorial optimization (01.01.2025)
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Journal Article
Online Learning-Based Beamforming for Rate-Splitting Multiple Access: A Constrained Bandit Approach
Wang, Shangshang, Wang, Jingye, Mao, Yijie, Shao, Ziyu
Published in IEEE International Conference on Communications (2003) (28.05.2023)
Published in IEEE International Conference on Communications (2003) (28.05.2023)
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Conference Proceeding
An optimal bidimensional multi-armed bandit auction for multi-unit procurement
Bhat, Satyanath, Jain, Shweta, Gujar, Sujit, Narahari, Y.
Published in Annals of mathematics and artificial intelligence (01.01.2019)
Published in Annals of mathematics and artificial intelligence (01.01.2019)
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Journal Article
A Decentralized Policy with Logarithmic Regret for a Class of Multi-Agent Multi-Armed Bandit Problems with Option Unavailability Constraints and Stochastic Communication Protocols
Pankayaraj, Pathmanathan, Maithripala, D. H. S., Berg, J. M.
Published in Proceedings of the IEEE Conference on Decision & Control (14.12.2020)
Published in Proceedings of the IEEE Conference on Decision & Control (14.12.2020)
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Conference Proceeding
Multi-armed Bandit Model Based on Time-variant Budgets
Lin, Bao-ling, Jia, Ri-heng, Lin, Fei-long, Zheng, Zhong-long, Li, Ming-lu
Published in Ji suan ji ke xue (01.01.2022)
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Published in Ji suan ji ke xue (01.01.2022)
Journal Article
AUTOMATIC HYPERPARAMETER OPTIMIZATION FOR CLUSTERING ALGORITHMS WITH REINFORCEMENT LEARNIN
Muravyov, S B, Efimova, V A, Shalamov, V V, Filchenkov, A A, Smetannikov, I B
Published in Nauchno-tekhnicheskiĭ vestnik informat͡s︡ionnykh tekhnologiĭ, mekhaniki i optiki (01.05.2019)
Published in Nauchno-tekhnicheskiĭ vestnik informat͡s︡ionnykh tekhnologiĭ, mekhaniki i optiki (01.05.2019)
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Journal Article