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Ramin Khalili

Efficient Federated Finetuning of Tiny Transformers with Resource-Constrained Devices

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Nov 12, 2024
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Multi-Objective Optimization Using Adaptive Distributed Reinforcement Learning

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Mar 13, 2024
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DISTINQT: A Distributed Privacy Aware Learning Framework for QoS Prediction for Future Mobile and Wireless Networks

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Jan 15, 2024
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A Safe Deep Reinforcement Learning Approach for Energy Efficient Federated Learning in Wireless Communication Networks

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Aug 21, 2023
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Federated Learning for Computationally-Constrained Heterogeneous Devices: A Survey

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Jul 18, 2023
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A Safe Genetic Algorithm Approach for Energy Efficient Federated Learning in Wireless Communication Networks

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Jul 05, 2023
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Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices

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May 26, 2023
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FedZero: Leveraging Renewable Excess Energy in Federated Learning

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May 24, 2023
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Multi-Agent Reinforcement Learning for Long-Term Network Resource Allocation through Auction: a V2X Application

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Jul 29, 2022
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Scheduling Out-of-Coverage Vehicular Communications Using Reinforcement Learning

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Jul 13, 2022
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