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Leslie Rice
Leslie Rice
Bosch
Verified email at cs.cmu.edu
Title
Cited by
Cited by
Year
Fast is better than free: Revisiting adversarial training
E Wong, L Rice, JZ Kolter
arXiv preprint arXiv:2001.03994, 2020
11482020
Overfitting in adversarially robust deep learning
L Rice, E Wong, Z Kolter
International conference on machine learning, 8093-8104, 2020
7972020
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
342017
(certified!!) Adversarial robustness for free!
N Carlini, F Tramer, KD Dvijotham, L Rice, M Sun, JZ Kolter
arXiv preprint arXiv:2206.10550, 2022
142022
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
122021
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
72021
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
12021
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, ...
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