Jeremy M. Cohen

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 7

Top Topics

Lyapunov Theory

Top Venues

Publications

Simran Kaur, Jeremy M. Cohen, Zachary C. Lipton
On the Maximum Hessian Eigenvalue and Generalization. CoRR (2022)
Jeremy M. Cohen, Behrooz Ghorbani, Shankar Krishnan, Naman Agarwal, Sourabh Medapati, Michal Badura, Daniel Suo, David Cardoze, Zachary Nado, George E. Dahl, Justin Gilmer
Adaptive Gradient Methods at the Edge of Stability. CoRR (2022)
Jeremy M. Cohen, Simran Kaur, Yuanzhi Li, J. Zico Kolter, Ameet Talwalkar
Gradient Descent on Neural Networks Typically Occurs at the Edge of Stability. CoRR (2021)
Jeremy M. Cohen, Simran Kaur, Yuanzhi Li, J. Zico Kolter, Ameet Talwalkar
Gradient Descent on Neural Networks Typically Occurs at the Edge of Stability. ICLR (2021)
Simran Kaur, Jeremy M. Cohen, Zachary C. Lipton
Are Perceptually-Aligned Gradients a General Property of Robust Classifiers? CoRR (2019)
Jeremy M. Cohen, Elan Rosenfeld, J. Zico Kolter
Certified Adversarial Robustness via Randomized Smoothing. ICML (2019)
Jeremy M. Cohen, Elan Rosenfeld, J. Zico Kolter
Certified Adversarial Robustness via Randomized Smoothing. CoRR (2019)