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cs.LG2025
Towards One-shot Federated Learning: Advances, Challenges, and Future Directions
Flora Amato, Lingyu Qiu, Mohammad Tanveer +3
One-shot FL enables collaborative training in a single round, eliminating the need for iterative communication, making it particularly suitable for use in resource-constrained and…
cs.LG2024★ 2 cited
Green Federated Learning: A new era of Green Aware AI
Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino +1
The development of AI applications, especially in large-scale wireless networks, is growing exponentially, alongside the size and complexity of the architectures used. Particularly…