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05/29/2023
ReSup: Reliable Label Noise Suppression for Facial Expression Recognition
Because of the ambiguous and subjective property of the facial expressio...
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11/21/2022
TinyQMIX: Distributed Access Control for mMTC via Multi-agent Reinforcement Learning
Distributed access control is a crucial component for massive machine ty...
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12/17/2021
An Online Orchestration Mechanism for General-Purpose Edge Computing
In recent years, the fast development of mobile communications and cloud...
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11/15/2019
Resource Awareness in Unmanned Aerial Vehicle-Assisted Mobile-Edge Computing Systems
This paper investigates an unmanned aerial vehicle (UAV)-assisted mobile...
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08/27/2019
EmoSense: Computational Intelligence Driven Emotion Sensing via Wireless Channel Data
Emotion is well-recognized as a distinguished symbol of human beings, an...
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07/23/2018
Understanding the Modeling of Computer Network Delays using Neural Networks
Recent trends in networking are proposing the use of Machine Learning (M...
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07/17/2018
Multi-Tenant Cross-Slice Resource Orchestration: A Deep Reinforcement Learning Approach
In a software-defined radio access network (RAN), a major challenge lies...
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07/17/2018
Multipath Transmission Scheduling in Millimeter Wave Cloud Radio Access Networks
Millimeter wave (mmWave) communications provide great potential for next...
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05/16/2018
Optimized Computation Offloading Performance in Virtual Edge Computing Systems via Deep Reinforcement Learning
To improve the quality of computation experience for mobile devices, mob...
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03/25/2018
Performance Optimization in Mobile-Edge Computing via Deep Reinforcement Learning
To improve the quality of computation experience for mobile devices, mob...
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03/16/2018