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Vasileios Tsouvalas

EncCluster: Scalable Functional Encryption in Federated Learning through Weight Clustering and Probabilistic Filters

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Jun 13, 2024
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Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation

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Jan 29, 2024
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Federated Fine-Tuning of Foundation Models via Probabilistic Masking

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Nov 29, 2023
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FedCode: Communication-Efficient Federated Learning via Transferring Codebooks

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Nov 15, 2023
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Plug-and-Play Multilingual Few-shot Spoken Words Recognition

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May 03, 2023
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Federated Learning with Noisy Labels

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Aug 19, 2022
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Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning

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Feb 05, 2022
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Federated Self-Training for Semi-Supervised Audio Recognition

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Jul 14, 2021
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