Sheikholeslami, Fatemeh

6 publications

AISTATS 2023 Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection Classes Sina Baharlouei, Fatemeh Sheikholeslami, Meisam Razaviyayn, Zico Kolter

NeurIPSW 2022 Denoised Smoothing with Sample Rejection for Robustifying Pretrained Classifiers Fatemeh Sheikholeslami, Wan-Yi Lin, Jan Hendrik Metzen, Huan Zhang, J Zico Kolter

NeurIPSW 2022 Generative Posterior Networks for Approximately Bayesian Epistemic Uncertainty Estimation Melrose Roderick, Felix Berkenkamp, Fatemeh Sheikholeslami, J Zico Kolter

NeurIPSW 2022 Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection Classes Sina Baharlouei, Fatemeh Sheikholeslami, Meisam Razaviyayn, J Zico Kolter

ICMLW 2021 Certified Robustness Against Adversarial Patch Attacks via Randomized Cropping Wan-Yi Lin, Fatemeh Sheikholeslami, Jinghao Shi, Leslie Rice, J Zico Kolter

ICLR 2021 Provably Robust Classification of Adversarial Examples with Detection Fatemeh Sheikholeslami, Ali Lotfi, J Zico Kolter