Decentralized: Federated & Distributed

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• OpenMined
• TensorFlow Federated Learning
• TensorFlow Federated helps train AI models on data from different locations | Kyle Wiggers - VentureBeat
• Federated Learning: The Future of Distributed Machine Learning | Mi Zhang - Medium
• Federated Machine Learning: Concept and Applications | Q. Yang, Y. Liu, T. Chen and Y. Tong
• BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning | A. G. Roy, S. Siddiqui, S. Pölsterl, N. Navab, and C. Wachinger
• Chained Anomaly Detection Models for Federated Learning: An Intrusion Detection Case Study | D. Preuveneers, V. Rimmer, I. Tsingenopoulos, J. Spooren, W. Joosen and E. Ilie-Zudor
• Distributed Deep Reinforcement Learning (DDRL)

• NVIDIA (King’s College London) uses federated learning to create medical imaging AI | Khari Johnson - VentureBeat