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Research Areas
- Stochastic Gradient Optimization Techniques
- Privacy-Preserving Technologies in Data
- Cryptography and Data Security
Several open-source systems, such as Flower and NVIDIA FLARE, have been developed in recent years while focusing on different aspects of federated learning (FL). is dedicated to implementing a cohesive approach FL, analytics, evaluation. Over time, has cultivated extensive strategies algorithms tailored for FL application development, fostering vibrant community research industry. Conversely, FLARE prioritized the creation an enterprise-ready, resilient runtime environment explicitly...
10.48550/arxiv.2407.00031
preprint
EN
arXiv (Cornell University)
2024-05-21
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