Aidan Perreault

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 6

Top Topics

Protein Structure

Decision Making

Statistical Distributions

Unsupervised Learning

Top Venues

Mach. Learn. Sci. Technol.

Publications

Patrick Emami, Aidan Perreault, Jeffrey N. Law, David Biagioni, Peter C. St. John
Plug & play directed evolution of proteins with gradient-based discrete MCMC. Mach. Learn. Sci. Technol. 4 (2) (2023)
Aditya Bhaskara, Aidao Chen, Aidan Perreault, Aravindan Vijayaraghavan
Smoothed analysis for tensor methods in unsupervised learning. Math. Program. 193 (2) (2022)
Shengjia Zhao, Abhishek Sinha, Yutong He, Aidan Perreault, Jiaming Song, Stefano Ermon
Comparing Distributions by Measuring Differences that Affect Decision Making. ICLR (2022)
Patrick Emami, Aidan Perreault, Jeffrey N. Law, David Biagioni, Peter C. St. John
Plug & Play Directed Evolution of Proteins with Gradient-based Discrete MCMC. CoRR (2022)
Aditya Bhaskara, Aidao Chen, Aidan Perreault, Aravindan Vijayaraghavan
Smoothed Analysis in Unsupervised Learning via Decoupling. FOCS (2019)
Aditya Bhaskara, Aidao Chen, Aidan Perreault, Aravindan Vijayaraghavan
Smoothed Analysis in Unsupervised Learning via Decoupling. CoRR (2018)