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TensorFlow Federated (TFF): Machine Learning on Decentralized Data

Krzysztof Ostrowski
Research Scientist at Google
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TensorFlow Dev Summit 2019
March 7 2019, Sunnyvale, CA, United States
TensorFlow Dev Summit 2019
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TensorFlow Federated (TFF): Machine Learning on Decentralized Data
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TensorFlow Federated (TFF) is an open-source framework for machine learning and other computations on decentralized data. TFF has been developed to facilitate open research and experimentation with Federated Learning (FL), an approach to machine learning where a shared global model is trained across many participating clients that keep their training data locally.

Speaker: Krzysztof Ostrowski, Google

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