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Kai Yuanqing Xiao
Kai Yuanqing Xiao
PhD Student, MIT CSAIL
Подтвержден адрес электронной почты в домене mit.edu - Главная страница
Название
Процитировано
Процитировано
Год
Evaluating robustness of neural networks with mixed integer programming
V Tjeng, K Xiao, R Tedrake
arXiv preprint arXiv:1711.07356, 2017
8322017
Noise or signal: The role of image backgrounds in object recognition
K Xiao, L Engstrom, A Ilyas, A Madry
arXiv preprint arXiv:2006.09994, 2020
2802020
Training for faster adversarial robustness verification via inducing relu stability
KY Xiao, V Tjeng, NM Shafiullah, A Madry
arXiv preprint arXiv:1809.03008, 2018
1972018
3db: A framework for debugging computer vision models
G Leclerc, H Salman, A Ilyas, S Vemprala, L Engstrom, V Vineet, K Xiao, ...
Advances in Neural Information Processing Systems 35, 8498-8511, 2022
392022
A framework for robustness certification of smoothed classifiers using f-divergences
KD Dvijotham, J Hayes, B Balle, Z Kolter, C Qin, A Gyorgy, K Xiao, ...
International Conference on Learning Representations, 2019
382019
Toward evaluating robustness of deep reinforcement learning with continuous control
TW Weng, KD Dvijotham, J Uesato, K Xiao, S Gowal, R Stanforth, P Kohli
International Conference on Learning Representations, 2019
232019
On distinctive properties of universal perturbations
SM Park, KA Wei, K Xiao, J Li, A Madry
arXiv preprint arXiv:2112.15329, 2021
22021
Dataset Projection: Finding Target-aligned Subsets of Auxiliary Data
E Wong, KY Xiao, A Madry
12022
Probing, Improving, and Verifying Machine Learning Model Robustness
KY Xiao
Massachusetts Institute of Technology, 2022
2022
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ED Demaine, H Ito, S Langerman, J Lynch, M Rudoy, K Xiao
Graphs and Combinatorics 36, 269-302, 2020
2020
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KY Xiao
Massachusetts Institute of Technology, 2018
2018
Online Algorithms Modeled After Mousehunt
J Ling, K Xiao, D Yang
arXiv preprint arXiv:1501.01720, 2015
2015
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Статьи 1–12