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333

1.9k

unknown

91

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 2 years ago

52

216

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

16

85

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

0

31

unknown

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Stalactite is the framework implementing the vertical federated learning paradigm.

federated-learning vertical-federated-learning

Created 2023-11-22

67 commits to main branch, last one 10 days ago

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gpl-3.0

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A curated list of advancements in Vertical Federated Learning, frameworks and libraries.

awesome privacy security machine-learning federated-learning differential-privacy vertical-federated-learning

Created 2024-01-22

62 commits to main branch, last one 2 months ago