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Pubudu N. Pathirana

Quantum-Inspired Genetic Algorithm for Robust Source Separation in Smart City Acoustics

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Apr 10, 2025
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Enhancing Federated Learning Through Secure Cluster-Weighted Client Aggregation

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Mar 29, 2025
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Adaptive Clipping for Privacy-Preserving Few-Shot Learning: Enhancing Generalization with Limited Data

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Mar 27, 2025
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Multi-Objective Optimization for Privacy-Utility Balance in Differentially Private Federated Learning

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Mar 27, 2025
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Quantum-Enhanced Transformers for Robust Acoustic Scene Classification in IoT Environments

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Jan 16, 2025
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VR Based Emotion Recognition Using Deep Multimodal Fusion With Biosignals Across Multiple Anatomical Domains

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Dec 03, 2024
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HierSFL: Local Differential Privacy-aided Split Federated Learning in Mobile Edge Computing

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Jan 16, 2024
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Holistic Survey of Privacy and Fairness in Machine Learning

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Jul 28, 2023
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Intelligent Blockchain-based Edge Computing via Deep Reinforcement Learning: Solutions and Challenges

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Jun 17, 2022
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Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing

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Mar 18, 2022
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