Differentially Private Mixed-Type Data Generation For Unsupervised Learning. - Uthaipon Tantipongpipat; Chris Waites; Digvijay Boob; Amaresh Ankit Siva; Rachel Cummings (CoRR, 2019)

Differentially Private Query Release Through Adaptive Projection. - Sergül Aydöre; William Brown; Michael Kearns; Krishnaram Kenthapadi; Luca Melis; Aaron Roth 001; Amaresh Ankit Siva (ICML, 2021)

Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud. - Michaela Hardt; Xiaoguang Chen; Xiaoyi Cheng; Michele Donini; Jason Gelman; Satish Gollaprolu; John He; Pedro Larroy; Xinyu Liu; Nick McCarthy; Ashish Rathi; Scott Rees; et al. (KDD, 2021)

Differentially private synthetic mixed-type data generation for unsupervised learning. - Uthaipon Tao Tantipongpipat; Chris Waites; Digvijay Boob; Amaresh Ankit Siva; Rachel Cummings (Intell. Decis. Technol., 2021)

Private Synthetic Data for Multitask Learning and Marginal Queries. - Giuseppe Vietri; Cédric Archambeau; Sergül Aydöre; William Brown; Michael Kearns; Aaron Roth 001; Amaresh Ankit Siva; Shuai Tang; Zhiwei Steven Wu (NeurIPS, 2022)