Simran Kaur, Undergrad
I am an undergraduate student majoring in AI at CMU’s School of Computer Science. My research interests include adversarial robustness, optimization, and generalization. In my spare time, I enjoy running, painting, and baking.
Research Interests: Adversarial robustness, optimization, and generalization
Publications
Disentangling the Mechanisms Behind Implicit Regularization in SGD
Zachary Novack, Simran Kaur, Tanya Marwah, Saurabh Garg, Zachary Lipton
International Conference on Learning Representations (ICLR), 2023Gradient Descent on Neural Networks Typically Occurs at the Edge of Stability
Jeremy Cohen, Simran Kaur, Yuanzhi Li, J. Zico Kolter, Ameet Talwalkar
International Conference on Learning Representations (ICLR), 2021Are Perceptually-Aligned Gradients a General Property of Robust Classifiers?
Simran Kaur, Jeremy Cohen, Zachary Lipton
Neurips 2019 Science Meets Engineering of Deep Learning Workshop, 2019