| Learning Summary Statistic for Approximate Bayesian Computation via Deep Neural Network B Jiang, TY Wu, C Zheng, WH Wong Statistica Sinica 27 (4), 1595-1618, 2017 | 160 | 2017 |
| Integrating next-generation sequencing and traditional tongue diagnosis to determine tongue coating microbiome B Jiang, X Liang, Y Chen, T Ma, L Liu, J Li, R Jiang, T Chen, X Zhang, S Li Scientific reports 2 (1), 936, 2012 | 146 | 2012 |
| Comparison of metagenomic samples using sequence signatures B Jiang, K Song, J Ren, M Deng, F Sun, X Zhang BMC genomics 13, 1-17, 2012 | 93 | 2012 |
| Hoeffding's inequality for general Markov Chains and its applications to statistical learning J Fan, B Jiang, Q Sun Journal of Machine Learning Research (in press) 22 (139), 1-35, 2021 | 75* | 2021 |
| Approximate Bayesian Computation with Kullback-Leibler Divergence as Data Discrepancy B Jiang, TY Wu, WH Wong International Conference on Artificial Intelligence and Statistics, 1711-1721, 2018 | 60 | 2018 |
| Simultaneous dimension reduction and adjustment for confounding variation Z Lin, C Yang, Y Zhu, J Duchi, Y Fu, Y Wang, B Jiang, M Zamanighomi, ... Proceedings of the National Academy of Sciences 113 (51), 14662-14667, 2016 | 47 | 2016 |
| Bernstein's inequality for general Markov chains B Jiang, Q Sun, J Fan arXiv preprint arXiv:1805.10721, 2018 | 38 | 2018 |
| Convergence of Contrastive Divergence algorithm in exponential family B Jiang, TY Wu, Y Jin, WH Wong the Annals of Statistics 46 (6A), 3067-3098, 2018 | 14 | 2018 |
| Adaptive Huber Regression on Markov-dependent Data J Fan, Y Guo, B Jiang Stochastic Processes and their Applications, https://doi.org/10.1016/j.spa …, 2019 | 11 | 2019 |
| Hard thresholding regression Q Sun, B Jiang, H Zhu, JG Ibrahim Scandinavian Journal of Statistics 46 (1), 314-328, 2019 | 8 | 2019 |
| Bayesian Factor-adjusted Sparse Regression J Fan, B Jiang, Q Sun Journal of Econometrics, in press., 2019 | 3 | 2019 |
| Stylecaptcha: Captcha based on stylized images to defend against deep networks H Chen, B Jiang, H Chen Proceedings of the 2020 ACM-IMS on Foundations of Data Science Conference …, 2020 | 2 | 2020 |
| Bayesian high-dimensional linear regression with generic spike-and-slab priors B Jiang, Q Sun arXiv preprint arXiv:1912.08993, 2019 | 2 | 2019 |
Jianqing FanProfessor of Statistics, Professor of Finance, Princeton UniversityVerified email at princeton.edu
