Zhaozhi Qian

## Feature Description Integration of STASY: Score-based Tabular data Synthesis. Paper available on [OpenReview](https://openreview.net/forum?id=1mNssCWt_v) ## Additional Context STASY will be a complement to TabDDPM, which are both score-based generative models...

## Feature Description Implementation of Adversary Instantiation (Lower Bounds for Differentially Private Machine Learning). [Arxiv](https://arxiv.org/pdf/2101.04535.pdf) ## Additional Context The worst-case attack on DP private models offers a way to measure...

## Feature Description Integration of Private Synthetic Data for Multitask Learning and Marginal Queries. [Paper](https://proceedings.neurips.cc/paper_files/paper/2022/file/7428310c0f97f1c6bb2ef1be99c1ec2a-Paper-Conference.pdf) ## Additional Context This is a SOTA method for generating continuous-valued tabular data with DP.