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The Saddle-Point Accountant for Differential Privacy

Offered By: Simons Institute via YouTube

Tags

Differential Privacy Courses Machine Learning Courses Information Theory Courses

Course Description

Overview

Explore a comprehensive lecture on the Saddle-Point Accountant for Differential Privacy presented by Oliver Kosut from Arizona State University. Delve into advanced information-theoretic methods for trustworthy machine learning, focusing on the innovative approach of using saddle-point techniques to enhance privacy protection in data analysis. Gain insights into the latest developments in differential privacy and their applications in creating more secure and reliable machine learning systems.

Syllabus

The Saddle-Point Accountant for Differential Privacy


Taught by

Simons Institute

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