Theoretically principled trade-off between robustness and accuracy H Zhang, Y Yu, J Jiao, E Xing, L El Ghaoui, M Jordan
International conference on machine learning, 7472-7482, 2019
2957 2019 A closer look at accuracy vs. robustness YY Yang, C Rashtchian, H Zhang, R Salakhutdinov, K Chaudhuri
356 2020 On the applications of robust PCA in image and video processing T Bouwmans, S Javed, H Zhang, Z Lin, R Otazo
Proceedings of the IEEE 106 (8), 1427-1457, 2018
296 2018 Self-adaptive training: beyond empirical risk minimization L Huang, C Zhang, H Zhang
Advances in neural information processing systems 33, 19365-19376, 2020
257 2020 Learning and 1-bit compressed sensing under asymmetric noise P Awasthi, MF Balcan, N Haghtalab, H Zhang
Conference on Learning Theory, 152-192, 2016
106 2016 Differentially private clustering in high-dimensional euclidean spaces MF Balcan, T Dick, Y Liang, W Mou, H Zhang
International Conference on Machine Learning, 322-331, 2017
104 2017 Rain: Your language models can align themselves without finetuning Y Li, F Wei, J Zhao, C Zhang, H Zhang
arXiv preprint arXiv:2309.07124, 2023
91 2023 Random Smoothing Might be Unable to Certify Robustness for High-Dimensional Images A Blum, T Dick, N Manoj, H Zhang
Journal of machine learning research 21 (211), 1-21, 2020
89 2020 Robust latent low rank representation for subspace clustering H Zhang, Z Lin, C Zhang, J Gao
Neurocomputing 145, 369-373, 2014
79 2014 Unbiased watermark for large language models Z Hu, L Chen, X Wu, Y Wu, H Zhang, H Huang
arXiv preprint arXiv:2310.10669, 2023
78 2023 Eagle: Speculative sampling requires rethinking feature uncertainty Y Li, F Wei, C Zhang, H Zhang
arXiv preprint arXiv:2401.15077, 2024
77 2024 Adversarial vision challenge W Brendel, J Rauber, A Kurakin, N Papernot, B Veliqi, SP Mohanty, ...
The NeurIPS'18 Competition: From Machine Learning to Intelligent …, 2020
66 2020 Design and interpretation of universal adversarial patches in face detection X Yang, F Wei, H Zhang, J Zhu
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
53 2020 Exact recoverability of robust PCA via outlier pursuit with tight recovery bounds H Zhang, Z Lin, C Zhang, E Chang
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
51 2015 Noise-tolerant interactive learning using pairwise comparisons Y Xu, H Zhang, K Miller, A Singh, A Dubrawski
Advances in neural information processing systems 30, 2017
48 * 2017 Noise-tolerant life-long matrix completion via adaptive sampling MFF Balcan, H Zhang
Advances in Neural Information Processing Systems 29, 2016
48 2016 Deep neural networks with multi-branch architectures are intrinsically less non-convex H Zhang, J Shao, R Salakhutdinov
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
47 2019 Sample and computationally efficient learning algorithms under s-concave distributions MFF Balcan, H Zhang
Advances in Neural Information Processing Systems 30, 2017
40 2017 Low Rank Models for Visual Analysis: Theories, Algorithms and Applications Z Lin, H Zhang
Academic Press, 2017
36 2017 Self-adaptive training: Bridging supervised and self-supervised learning L Huang, C Zhang, H Zhang
IEEE transactions on pattern analysis and machine intelligence 46 (3), 1362-1377, 2022
35 2022