"Differentially Private Synthetic Data Generations Using Generative Adversarial Networks" by Jinsung Yoon, Google Cloud AI

Jinsung Yoon is a research scientist at Google Cloud AI. Prior to Google Cloud, Jinsung was a PhD student in the Electrical and Computer Engineering Department at UCLA. He received his PhD from UCLA in 2020 and his PhD thesis was on machine learning for medicine (titled as End-to-End Machine Learning Frameworks for Medicine: Data Imputation, Model Interpretation and Synthetic Data Generation). His main research interests have been on synthetic data generation with privacy guarantee, data imputation, model interpretation, and transfer learning using adversarial learning and reinforcement learning frameworks. He has published various papers and served as a reviewer in top-tier machine learning conferences (NeurIPS, ICML, ICLR, AAAI).