Abstract: Federated deep learning is the method of choice for performing deep learning in environments where data sharing is not allowed due to privacy/security issues. However, all of the solutions ...
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Map Visualization (4Wings API): Access AIS apparent fishing effort, AIS vessel presence, and SAR vessel detections between 2017 to ~5 days ago. Vessels API: Search and retrieve vessel identity based ...
FedPPO: Reinforcement Learning-Based Client Selection for Federated Learning With Heterogeneous Data
Abstract: Federated Learning (FL) enables multiple data owners to jointly train a machine learning model, which can improve joint environmental cognitive capability without disclosing their private ...
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