Tag: federated learning
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FedSQ: Stable Federated Learning with Fixed Gating
Discover FedSQ, a method improving federated learning stability and accuracy by optimized weight averaging with fixed gating masks in decentralized AI.
FedKLPR: Efficient Federated Learning for Person Re-ID
Discover FedKLPR, a communication-efficient federated learning framework enhancing person re-identification with pruning and KL-divergence techniques.
FedRouter: Task-Centric Personalized Federated Fine-Tuning
Discover FedRouter, a novel task-centric federated learning method boosting language model personalization and generalization with improved privacy.
Phyelds: Python Framework for Aggregate Computing & ML
Discover Phyelds, a Pythonic framework for aggregate computing that integrates with machine learning for sensor networks, robotics, and federated learning.
Semantics-Aware Backdoor Attacks in Federated Learning
Explore SABLE, a novel semantics-aware backdoor attack in federated learning that uses natural triggers to evade detection and compromise model integrity.