14–17 Oct 2019

Ji Chao Zhang
Director of Software Engineering, Georgian Partners

Ji Chao Zhang is the director of software engineering and a member of the Georgian impact team. In that role, he leads its internal software engineering efforts and supports portfolio engagements.

Sessions

11:55–12:35 Wednesday, 16 October 2019

Location: Blenheim Room - Palace Suite

Building differentially private machine learning models using TensorFlow

Models and Methods

Secondary topics: Ethics, Security, and Privacy, Machine Learning, Machine Learning tools

Chang Liu (Georgian Partners ), Ji Chao Zhang (Georgian Partners)

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The world is increasingly data driven, and people have developed an awareness and concern for their data. Chang Liu and Ji Chao Zhang examine differential privacy—the component of the TensorFlow Privacy library that allows users to train differentially private logistic regression and support vector machines—along with real-world use cases and demonstrations for how to apply the tools. Read more.