Jeremy M Cohen

Jeremy M Cohen

Carnegie Mellon University - Pittsburgh / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 902163
person_outline Jeremy M Cohen's MOST POPULAR ARTICLES
1-) Certified adversarial robustness via randomized smoothingJ Cohen, E Rosenfeld, Z KolterInternational Conference on Machine Learning, 1310-1320, 201911392019
2-) Gradient descent on neural networks typically occurs at the edge of stabilityJM Cohen, S Kaur, Y Li, JZ Kolter, A TalwalkararXiv preprint arXiv:2103.00065, 2021612021
3-) Are Perceptually-Aligned Gradients a General Property of Robust Classifiers?S Kaur, J Cohen, ZC LiptonarXiv preprint arXiv:1910.08640, 2019382019
4-) Adaptive gradient methods at the edge of stabilityJM Cohen, B Ghorbani, S Krishnan, N Agarwal, S Medapati, M Badura, ...arXiv preprint arXiv:2207.14484, 2022452022
5-) On the maximum hessian eigenvalue and generalizationS Kaur, J Cohen, ZC LiptonProceedings on, 51-65, 2023352023