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
2990 2019 A closer look at accuracy vs. robustness YY Yang, C Rashtchian, H Zhang, R Salakhutdinov, K Chaudhuri
361 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
291 2018 Self-adaptive training: beyond empirical risk minimization L Huang, C Zhang, H Zhang
Advances in neural information processing systems 33, 19365-19376, 2020
256 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
108 2016 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
107 2023 Unbiased watermark for large language models Z Hu, L Chen, X Wu, Y Wu, H Zhang, H Huang
arXiv preprint arXiv:2310.10669, 2023
104 2023 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
101 2017 Eagle: Speculative sampling requires rethinking feature uncertainty Y Li, F Wei, C Zhang, H Zhang
arXiv preprint arXiv:2401.15077, 2024
91 2024 Random Smoothing Might be Unable to Certify A Blum, T Dick, N Manoj, H Zhang
Journal of machine learning research 21 (211), 1-21, 2020
87 2020 Robust latent low rank representation for subspace clustering H Zhang, Z Lin, C Zhang, J Gao
Neurocomputing 145, 369-373, 2014
81 2014 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 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
52 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
51 * 2017 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
49 2020 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 Noise-tolerant life-long matrix completion via adaptive sampling MFF Balcan, H Zhang
Advances in Neural Information Processing Systems 29, 2016
47 2016 Sample and computationally efficient learning algorithms under s-concave distributions MFF Balcan, H Zhang
Advances in Neural Information Processing Systems 30, 2017
42 2017 Dipmark: A stealthy, efficient and resilient watermark for large language models Y Wu, Z Hu, H Zhang, H Huang
37 2023 Causal balancing for domain generalization X Wang, M Saxon, J Li, H Zhang, K Zhang, WY Wang
arXiv preprint arXiv:2206.05263, 2022
37 2022 