| HopSkipJumpAttack: A Query-Efficient Decision-Based Adversarial Attack J Chen, MI Jordan, MJ Wainwright arXiv preprint arXiv:1904.02144, 2019 | 840* | 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 | 706 | 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 | 286 | 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 | 245 | 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 | 149 | 2018 |
| 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 | 125 | 2020 |
| 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 | 125 | 2020 |
| Kernel feature selection via conditional covariance minimization J Chen, M Stern, MJ Wainwright, MI Jordan Advances in neural information processing systems 30, 2017 | 116 | 2017 |
| 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 | 22 | 2020 |
| 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 | 22 | 2019 |
| 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 | 7 | 2017 |
| Towards Interpretability and Robustness of Machine Learning Models J Chen University of California, Berkeley, 2019 | 2 | 2019 |
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerified email at cs.berkeley.edu