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FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

non-iid privacy computer-vision interpretability machine-learning straggler-problem transfer-learning continual-learning federated-learning incentive-mechanism computation-efficiency wireless-communication communication-efficiency distributed-optimization semi-supervised-learning neural-architecture-search vertical-federated-learning adversarial-attack-and-defense hierarchical-federated-learning decentralized-federated-learning

Created 2020-07-03

124 commits to master branch, last one about a year ago

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apache-2.0

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Privacy Preserving Vertical Federated Learning

psi splitnn partitioned-data federated-learning split-neural-network private-set-intersection vertical-federated-learning

Created 2020-06-05

275 commits to master branch, last one 3 years ago

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unknown

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A curated list of Federated Learning papers/articles and recent advancements.

non-iid awesome-list data-privacy deep-learning healthcare-data machine-learning life-science-data federated-learning healthcare-imaging healthcare-datasets medical-data-pipeline artifical-intelligense awesome-machine-learning deep-learning-healthcare machine-learning-privacy machine-learning-healthcare vertical-federated-learning distributed-machine-learning healthcare-federated-learning blockchain-medical-applications

Created 2020-12-16

24 commits to main branch, last one about a year ago