Privacy Research at Amazon AWS

This Summer, I had an opportunity to work with a research team at Amazon AWS to develop differentially private algorithms for SageMaker. This work has been published in NeurIPS 2022 Workshop on Trustworthy and Socially Responsible Machine Learning (TSRML).

https://www.amazon.science/publications/differentially-private-gradient-boosting-on-linear-learners-for-tabular-data-analysis