Certified Adversarial Robustness via Randomized Smoothing. - Jeremy Cohen 001; Elan Rosenfeld; J. Zico Kolter (ICML, 2019)

Are Perceptually-Aligned Gradients a General Property of Robust Classifiers? - Simran Kaur 001; Jeremy Cohen 001; Zachary C. Lipton (CoRR, 2019)

Gradient Descent on Neural Networks Typically Occurs at the Edge of Stability. - Jeremy Cohen 001; Simran Kaur 001; Yuanzhi Li; J. Zico Kolter; Ameet Talwalkar (ICLR, 2021)

On the Maximum Hessian Eigenvalue and Generalization. - Simran Kaur 001; Jeremy Cohen 001; Zachary Chase Lipton (ICBINB, 2022)

Adaptive Gradient Methods at the Edge of Stability. - Jeremy Cohen 001; Behrooz Ghorbani; Shankar Krishnan; Naman Agarwal; Sourabh Medapati; Michal Badura; Daniel Suo; David Cardoze; Zachary Nado; George E. Dahl; Justin Gilmer (CoRR, 2022)

Understanding Optimization in Deep Learning with Central Flows. - Jeremy Cohen 001; Alex Damian; Ameet Talwalkar; J. Zico Kolter; Jason D. Lee (ICLR, 2025)