FedML’s core technology is backed by years of cutting-edge research represented in 50+ publications in ML/FL Algorithms, Security/Privacy, Systems, and Applications, as well as 10 years of industrial experience in Distributed Systems, Cloud Computing, and Mobile/IoT Systems. Please check out this video to have an overview.
1. Industrial-level System Design and Optimization
2. User-friendly MLOps platform to simplify collaboration and real-world deployment
3. A Full-stack of Scientific Publications in ML Algorithms, Security/Privacy, Systems, Applications, and Visionary Impacts
(1) Vision Paper for High Scientific Impacts
(2) System for Large-scale Distributed/Federated Training
(3) Training Algorithms for FL
(4) Security/privacy for FL
(5) AI Applications
Please check this publication list for details.