胡江，教授，博士生导师，入选“国家高层次人才特殊支持计划”青年拔尖人才。主要从事大维随机矩阵理论与大维统计分析研究，研究兴趣包括大维随机矩阵特征根与特征向量的极限性质、高维估计与假设检验、机器学习模型的可解释性。2012年博士毕业于东北师范大学，先后在新加坡国立大学、新加坡南洋理工大学、澳门大学、日本广岛大学、香港科技大学等学府访学。主持多项国家自然科学基金，发表SCI论文四十余篇，其中包括学科权威期刊Ann. Statist.、IEEE Trans. Inform. Theory等，目前担任SCI杂志 Ran Matrices Theory Appl. 编委。

教育经历:

2001.09-2005.07 本科，东北师范大学

2007.09-2012.12 博士，东北师范大学

工作经历:

2005.09-2007.07 本科生辅导员，东北师范大学，吉林·长春

2009.12-2011.12 研究助理，新加坡国立大学，新加坡

2012.02-2013.03 项目专员，南洋理工大学，新加坡

2015.04-2015.07 访问学者，澳门大学，澳门

2013.03-2017.06 讲师，东北师范大学，吉林·长春

2016.07-2016.07 访问学者，广岛大学，日本

2018.03-2019.03 访问学者，香港科技大学，香港

2017.06-2021.06 副教授，东北师范大学，吉林·长春

2021.06-至今 教授，东北师范大学，吉林·长春

主要科研项目:

202201-202512, 国家自然科学基金面上项目 (No. 12171078)

201801-202112, 国家自然科学基金面上项目 (No. 11771073)

201401-201612, 国家自然科学基金青年项目 (No. 11301063)

主要科研论文:

[1] Z. D. Bai, J. Hu and W. Zhou (2012). Convergence rates to the Marchenko-Pastur type distribution. Stochastic Processes and their Applications. 122, 68-92.

[2] Z. D. Bai, J. Hu, G. M. Pan and W. Zhou (2015). Convergence of the empirical spectral distribution of Beta matrices. Bernoulli. 21(3), 1538-1574.

[3] J. Hu, W.M. Li, Z. Liu and W. Zhou (2019). High-dimensional covariance matrices in elliptical distributions with application to spherical test. The Annals of Statistics, 47(1), 527-555.

[4] Z.G. Bao, J. Hu, G.M. Pan and W. Zhou (2019). Canonical correlation coefficients of high-dimensional Gaussian vectors: finite rank case. The Annals of Statistics, 47(1), 612-640.

[5] J. Hu, W. M. Li and W. Zhou (2019). Central limit theorem for mutual information of large MIMO systems with elliptically correlated channels. IEEE Transactions on Information Theory, 65(11), 7168-7180.

[6] Z. D. Bai, K. P. Choi, Y. Fujikoshi and J. Hu (2022). Asymptotics of AIC, BIC and Cp model selection rules in high-dimensional regression. Bernoulli, 28(4), 2375–2403.

[7] Z. Q. Hou, X. Z. Zhang, Z. D. Bai and J. Hu (2023). Spiked eigenvalues of noncentral Fisher matrix with applications. Bernoulli 29(4), 3171-3197.

[8] J. Hu, S. C. Wang, Y. C. Zhang and W. Zhou (2023). Sampling without replacement from a high dimensional finite population. Bernoulli 29(4), 3198-3220.

[9] Z. J. Liu, J. Hu, Z. D. Bai and H. Y. Song (2023). A CLT for the LSS of large dimensional sample covariance matrices with diverging spikes. The Annals of Statistics, 51(5), 2246-2271.

[10] L. Yang, J. Hu and Z. D. Bai (2024) . Revisit of a Diaconis urn model. Stochastic Processes and their Applications, 172, 104352.

[11] Z. G. Bao, J. Hu, X. Q. Xu and X. Z. Zhang. Spectral statistics of sample block correlation matrices. The Annals of Statistics, (forthcoming).

[12] Z. D. Bai, J. Hu, J. W. Silverstein and H . C. Zhou. No eigenvalues outside the support of the limiting spectral distribution of large dimensional noncentral sample covariance matrices. Bernoulli, (forthcoming).

[13] Z. D. Bai , K. P. Choi , Y. Fujikoshi and J. Hu. KOO approach for scalable variable selection problem in large-dimensional regression. Statistica Sinica, (forthcoming).

更多信息: https://scholar.google.com/citations?user=76UE5GkAAAAJ&hl=en