privacy-tutorial

Welcome to the ICML2021 tutorial “Privacy in learning: Basics and the interplay”. Webpage view https://msra-colt-group.github.io/privacy-tutorial/.

About the Presenters:

Wei Chen is a principle research manager in Microsoft Research Asia. She is leading the Computing and Learning Theory Group. See more information in https://www.microsoft.com/en-us/research/people/wche/.

Huishuai Zhang a senior researcher at Microsoft Research Asia. His research interests include machine learning, privacy, optimization and information theory. More in https://www.microsoft.com/en-us/research/people/huzhang/.

Link for the slide deck ICML2021 tutorial Privacy in learning.pdf

Link for the code implementation of DP-SGD/GEP/RGP algorithms in PyTorch https://github.com/dayu11/Differentially-Private-Deep-Learning.

We are hiring. For anyone who are interested in this topic or have any questions , please don’t hesitate to contact Huishuai via “huzhang at microsoft.com”.