HopSkipJumpAttack: A Query-Efficient Decision-Based Adversarial Attack J Chen, MI Jordan, MJ Wainwright arXiv preprint arXiv:1904.02144, 2019 | 887* | 2019 |
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 | 738 | 2018 |
Non-convex finite-sum optimization via scsg methods L Lei, C Ju, J Chen, MI Jordan Advances in Neural Information Processing Systems 30, 2017 | 296 | 2017 |
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 | 253 | 2018 |
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 | 158 | 2018 |
Greedy attack and gumbel attack: Generating adversarial examples for discrete data P Yang, J Chen, CJ Hsieh, JL Wang, MI Jordan Journal of Machine Learning Research 21 (43), 1-36, 2020 | 131 | 2020 |
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 | 129 | 2020 |
Kernel feature selection via conditional covariance minimization J Chen, M Stern, MJ Wainwright, MI Jordan Advances in neural information processing systems 30, 2017 | 118 | 2017 |
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 | 24 | 2019 |
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 | 23 | 2020 |
DAGGER: A sequential algorithm for FDR control on DAGs A Ramdas, J Chen, MJ Wainwright, MI Jordan arXiv preprint arXiv:1709.10250, 2017 | 19 | 2017 |
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 | 8 | 2017 |
Towards Interpretability and Robustness of Machine Learning Models J Chen University of California, Berkeley, 2019 | 2 | 2019 |