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The Nah Bandit: Modeling User Non-compliance in Recommendation Systems
预印本
2024
作者:
Zhou, Tianyue
;
Cho, Jung-Hoon
;
Wu, Cathy
Adobe PDF(1627Kb)
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收藏
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浏览/下载:164/0
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提交时间:2024/08/26
Online preference learning
Contextual bandit
Non-compliance
Clustering
Recommendation system
Expert advice
Green Edge Intelligence Scheme for Mobile Keyboard Emoji Prediction
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 2, 页码: 1888-1901
作者:
Tang, Yinxu
;
Hou, Jianfeng
;
Huang, Xi
;
Shao, Ziyu
;
Yang, Yang
Adobe PDF(2393Kb)
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收藏
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浏览/下载:298/2
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提交时间:2024/08/23
E-learning
Energy efficiency
Green computing
Learning systems
Smartphones
Atmospheric modeling
Bandit learning
Computational modelling
Edge intelligence
Emoji prediction
Green edge intelligence
Keyboard
On-line controls
Predictive models
Smart phones
Expert with Clustering: Hierarchical Online Preference Learning Framework
会议论文
6TH ANNUAL LEARNING FOR DYNAMICS & CONTROL CONFERENCE, Univ Oxford,Oxford,ENGLAND, JUL 15-17, 2024
作者:
Zhou, Tianyue
;
Cho, Jung-Hoon
;
Ardabili, Babak Rahimi
;
Tabkhi, Hamed
;
Wu, Cathy
Adobe PDF(464Kb)
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浏览/下载:171/2
|
提交时间:2024/07/08
Online preference learning
Contextual bandit
Clustering
Eco-driving recommendation
Expert advice
Constrained Dueling Bandits for Edge Intelligence
期刊论文
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2024, 卷号: PP, 期号: 99, 页码: 1126-1136
作者:
Shangshang Wang
;
Ziyu Shao
;
Yang Yang
Adobe PDF(1994Kb)
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浏览/下载:171/2
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提交时间:2025/01/06
Constrained optimization - Costs - Crowdsourcing - Decision making
Bandit learning - Budget constraint - Dueling bandit - Long-term budget constraint - Lyapunov optimization - On-line controls - Optimisations - Quantitive - Uncertainty - Workers'
Federated Linear Bandit Learning via Over-the-air Computation
会议论文
GLOBECOM 2023 - 2023 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Kuala Lumpur, Malaysia, 4-8 Dec. 2023
作者:
Jiali Wang
;
Yuning Jiang
;
Xin Liu
;
Ting Wang
;
Yuanming Shi
Adobe PDF(739Kb)
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浏览/下载:224/62
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提交时间:2024/03/29
Federated Learning (FL)
Federated Bandit Learning
channel fading
Over-the-air Computation (AirComp)
Online Client Selection for Asynchronous Federated Learning With Fairness Consideration
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: 22, 期号: 4, 页码: 2493-2506
作者:
Zhu, Hongbin
;
Zhou, Yong
;
Qian, Hua
;
Shi, Yuanming
;
Chen, Xu
Adobe PDF(17108Kb)
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浏览/下载:543/0
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提交时间:2022/11/04
Asynchronous federated learning
multi-armed bandit
client selection
Decentralized Multi-Agent Bandit Learning for Intelligent Internet of Things Systems
会议论文
IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, null,Austin,TX, APR 10-13, 2022
作者:
Leng, Qiuyu
;
Wang, Shangshang
;
Huang, Xi
;
Shao, Ziyu
;
Yang, Yang
Adobe PDF(1942Kb)
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浏览/下载:371/1
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提交时间:2021/12/15
Intelligent Internet of Things systems
data heterogeneity
multi-agent bandit learning
History-Aware Online Cache Placement in Fog-Assisted IoT Systems: An Integration of Learning and Control
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 19, 页码: 14683 - 14704
作者:
Adobe PDF(1048Kb)
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浏览/下载:626/166
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提交时间:2021/12/14
Internet of Things
Wireless communication
Delays
Task analysis
Uncertainty
Servers
Measurement
Fog computing
history-aware bandit learning
Internet of Things (IoT)
learning-aided online control
proactive caching
An integration of online learning and online control for green offloading in fog-assisted IoT systems
会议论文
IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING
作者:
Gao, Xin
;
Huang, Xi
;
Shao, Ziyu
;
Yang, Yang
Adobe PDF(1426Kb)
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收藏
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浏览/下载:236/0
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提交时间:2022/12/09
Learning systems
System theory
Online systems
Fog computing
Energy utilization
Internet of things
Decision making
E-learning
Green computing
Energy efficiency
Decision making process
Energy efficient
Extensive simulations
Finite time horizon
Multi armed bandit
Processing capacities
Time-averaged energy
Transmission rates
Peer Offloading with Delayed Feedback in Fog Networks
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 17, 页码: 13690-13702
作者:
Miao Yang
;
Hongbin Zhu
;
Hua Qian
;
Yevgeni Koucheryavy
;
Konstantin Samouylov
Adobe PDF(785Kb)
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收藏
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浏览/下载:575/182
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提交时间:2021/12/03
Fog
Computation burden
Computation offloading
Contention resolution
Delayed information
Performance analysis
Performance metrices
Real
time application
Selection problems
Task analysis
Computational modeling
Peer-to-peer computing
Internet of Things
Real-time systems
Heuristic algorithms
Edge computing
Adversarial multiarm bandit
delayed feedback
fog computing
reinforcement learning
task offloading
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