Dynamic Modeling and Equilibria in Fair Decision Making. - Joshua Williams 001; J. Zico Kolter (CoRR, 2019)

A Bayesian Model of Cash Bail Decisions. - Joshua Williams 001; J. Zico Kolter (FAccT, 2021)

DrawL: Understanding the Effects of Non-Mainstream Dialects in Prompted Image Generation. - Joshua Williams 001; Molly FitzMorris; Osman Aka; Sarah Laszlo (CoRR, 2024)

FUSE-ing Language Models: Zero-Shot Adapter Discovery for Prompt Optimization Across Tokenizers. - Joshua Nathaniel Williams; J. Zico Kolter (CoRR, 2024)

Prompt Recovery for Image Generation Models: A Comparative Study of Discrete Optimizers. - Joshua Nathaniel Williams; Avi Schwarzschild; J. Zico Kolter (CoRR, 2024)

Rethinking Distance Metrics for Counterfactual Explainability. - Joshua Nathaniel Williams; Anurag Katakkar; Hoda Heidari; J. Zico Kolter (CoRR, 2024)

Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation. - Yutong He; Alexander Robey; Naoki Murata; Yiding Jiang; Joshua Nathaniel Williams; George J. Pappas; Hamed Hassani; Yuki Mitsufuji; Ruslan Salakhutdinov; J. Zico Kolter (Trans. Mach. Learn. Res., 2025)