federated – Andrew Fairless, Ph.D.

What I Read: Federated, Protects Privacy

By Andrew Fairless on January 12, 2023December 4, 2022

https://pair.withgoogle.com/explorables/federated-learning/ How Federated Learning Protects Privacy “With federated learning, it’s possible to collaboratively train a model with data from multiple users without any raw data leaving their devices.”

What I Read: machine learning with differential privacy

By Andrew Fairless on November 29, 2021November 16, 2021

https://differentialprivacy.org/how-to-deploy-ml-with-dp/ How to deploy machine learning with differential privacy?Posted by Nicolas Papernot and Abhradeep Thakurta on October 25, 2021. “In many applications of machine learning, such as machine learning forContinue readingWhat I Read: machine learning with differential privacy

What I Read: Decentralized AI For Healthcare

By Andrew Fairless on May 7, 2021April 17, 2021

https://thegradient.pub/decentralized-ai-for-healthcare/ Decentralized AI For Healthcareby Zehra HayirciApril 8 2021 8:52 PM “Federated Learning… is the latest distributed learning framework that proposes training on locally stored data with local computational powerContinue readingWhat I Read: Decentralized AI For Healthcare

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