Smoothed Analysis in Unsupervised Learning via Decoupling. - Aditya Bhaskara; Aidao Chen; Aidan Perreault; Aravindan Vijayaraghavan (FOCS, 2019)

Comparing Distributions by Measuring Differences that Affect Decision Making. - Shengjia Zhao; Abhishek Sinha; Yutong He; Aidan Perreault; Jiaming Song; Stefano Ermon (ICLR, 2022)

Smoothed analysis for tensor methods in unsupervised learning. - Aditya Bhaskara; Aidao Chen; Aidan Perreault; Aravindan Vijayaraghavan (Math. Program., 2022)

Plug & play directed evolution of proteins with gradient-based discrete MCMC. - Patrick Emami; Aidan Perreault; Jeffrey N. Law; David Biagioni; Peter C. St. John (Mach. Learn. Sci. Technol., 2023)