Fast is better than free: Revisiting adversarial training E Wong, L Rice, JZ Kolter arXiv preprint arXiv:2001.03994, 2020 | 1155 | 2020 |
Overfitting in adversarially robust deep learning L Rice, E Wong, Z Kolter International conference on machine learning, 8093-8104, 2020 | 800 | 2020 |
Generating families of practical fast matrix multiplication algorithms J Huang, L Rice, DA Matthews, RA van de Geijn 2017 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2017 | 35 | 2017 |
(certified!!) Adversarial robustness for free! N Carlini, F Tramer, KD Dvijotham, L Rice, M Sun, JZ Kolter arXiv preprint arXiv:2206.10550, 2022 | 15 | 2022 |
Robustness between the worst and average case L Rice, A Bair, H Zhang, JZ Kolter Advances in Neural Information Processing Systems 34, 27840-27851, 2021 | 13 | 2021 |
Certified robustness against adversarial patch attacks via randomized cropping WY Lin, F Sheikholeslami, L Rice, JZ Kolter ICML 2021 Workshop on Adversarial Machine Learning, 2021 | 7 | 2021 |
Empirical robustification of pre-trained classifiers MS Norouzzadeh, WY Lin, L Boytsov, L Rice, H Zhang, F Condessa, ... ICML 2021 Workshop on Adversarial Machine Learning, 2021 | 1 | 2021 |
Method and system of crown based for adversarial attacks R Leslie, H Zhang, WY Lin, J Kolter US Patent App. 17/873,661, 2024 | | 2024 |
Methods for robust training and evaluation of deep neural networks L Rice Carnegie Mellon University, 2023 | | 2023 |
System and method for estimating perturbation norm for the spectrum of robustness R Leslie, J Kolter, WY Lin US Patent App. 17/487,619, 2023 | | 2023 |
Method and system for learning joint latent adversarial training R Leslie, J Kolter, WY Lin US Patent App. 17/032,841, 2022 | | 2022 |
Performance Optimization for the K-Nearest Neighbors Kernel using Strassen’s Algorithm L Rice, R van de Geijn, D Fussell, V Ramachandran | | 2017 |
2023 Theses by Author D ANDERSON, E CHU, Y DAI, G FARINA, SA GEORGE, I GROSOF, ... | | |
AGARWAL, Anup CMU-CS-23-100 ANDERSON, Daniel CMU-CS-23-120 BEVERIDGE, Daniel CMU-CS-23-101 BLAKLEY, James CMU-CS-23-101, CMU-CS-23-138 EL BROWN, II CMU-CS, E CHU, Y DAI, Q DONG, T EISZLER, G FARINA, ... | | |