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Zhongzhu Chen
Zhongzhu Chen
Amazon.com, Inc.
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Densepure: Understanding diffusion models for adversarial robustness
C Xiao, Z Chen, K Jin, J Wang, W Nie, M Liu, A Anandkumar, B Li, D Song
The Eleventh International Conference on Learning Representations, 2022
37*2022
Mixing convex-optimization bounds for maximum-entropy sampling
Z Chen, M Fampa, A Lambert, J Lee
Mathematical Programming, 1-30, 2021
102021
On computing with some convex relaxations for the maximum-entropy sampling problem
Z Chen, M Fampa, J Lee
INFORMS Journal on Computing 35 (2), 368-385, 2023
82023
{DiffSmooth}: Certifiably robust learning via diffusion models and local smoothing
J Zhang, Z Chen, H Zhang, C Xiao, B Li
32nd USENIX Security Symposium (USENIX Security 23), 4787-4804, 2023
52023
Masking Anstreicher’s linx bound for improved entropy bounds
Z Chen, M Fampa, J Lee
Operations Research 72 (2), 591-603, 2024
22024
Performative Federated Learning: A Solution to Model-Dependent and Heterogeneous Distribution Shifts
ML Kun Jin, Tongxin Yin, Zhongzhu Chen, Zeyu Sun, Xueru Zhang, Yang Liu
Proceedings of the AAAI Conference on Artificial Intelligence, 38 (AAAI 2024), 2023
1*2023
Generalized scaling for the constrained maximum-entropy sampling problem
Z Chen, M Fampa, J Lee
SIAM Conference on Applied and Computational Discrete Algorithms (ACDA23 …, 2023
12023
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Artículos 1–7