Следене
Jianbo Chen
Jianbo Chen
Потвърден имейл адрес: berkeley.edu - Начална страница
Заглавие
Позовавания
Позовавания
Година
Learning to explain: An information-theoretic perspective on model interpretation
J Chen, L Song, M Wainwright, M Jordan
International Conference on Machine Learning, 883-892, 2018
3512018
HopSkipJumpAttack: A Query-Efficient Decision-Based Adversarial Attack
J Chen, MI Jordan, MJ Wainwright
arXiv preprint arXiv:1904.02144, 2019
312*2019
Non-convex finite-sum optimization via scsg methods
L Lei, C Ju, J Chen, MI Jordan
Advances in Neural Information Processing Systems 30, 2017
2102017
L-shapley and c-shapley: Efficient model interpretation for structured data
J Chen, L Song, MJ Wainwright, MI Jordan
arXiv preprint arXiv:1808.02610, 2018
1302018
Kernel feature selection via conditional covariance minimization
J Chen, M Stern, MJ Wainwright, MI Jordan
Advances in Neural Information Processing Systems 30, 2017
642017
Greedy Attack and Gumbel Attack: Generating Adversarial Examples for Discrete Data.
P Yang, J Chen, CJ Hsieh, JL Wang, MI Jordan
J. Mach. Learn. Res. 21 (43), 1-36, 2020
632020
Language-based image editing with recurrent attentive models
J Chen, Y Shen, J Gao, J Liu, X Liu
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
622018
Ml-loo: Detecting adversarial examples with feature attribution
P Yang, J Chen, CJ Hsieh, JL Wang, M Jordan
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 6639-6647, 2020
472020
DAGGER: A sequential algorithm for FDR control on DAGs
A Ramdas, J Chen, MJ Wainwright, MI Jordan
arXiv preprint arXiv:1709.10250, 2017
182017
A sequential algorithm for false discovery rate control on directed acyclic graphs
A Ramdas, J Chen, MJ Wainwright, MI Jordan
Biometrika 106 (1), 69-86, 2019
152019
Ls-tree: Model interpretation when the data are linguistic
J Chen, M Jordan
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3454-3461, 2020
112020
QuTE: Decentralized multiple testing on sensor networks with false discovery rate control
A Ramdas, J Chen, MJ Wainwright, MI Jordan
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 6415-6421, 2017
42017
Towards Interpretability and Robustness of Machine Learning Models
J Chen
University of California, Berkeley, 2019
2019
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