科研項目
深度學習：深度強化學習、自然語言處理、遊戲娛樂、深度學習優化算法等；機器學習基礎：貝葉斯方法、大規模機器學習模型的求解算法等；理論計算機科學：随機算法、在線博弈、區塊鍊等。
論文發表
Zhihua Zhang. The Matrix Ridge Approximation: Algorithms and Applications.Machine Learning, 97: 227-258, 2014.
Zhihua Zhang, Dakan Wang, Guang Dai, and Michael I. Jordan. Matrix-Variate Dirichlet Process Priors with Applications.Bayesian Analysis, 9:259-286, 2014.
Shusen Wang andZhihua Zhang. Improving CUR Matrix Decomposition and the Nystrom Approximation via Adaptive Sampling.Journal of Machine Learning Research (JMLR), 14: 2729-2769, 2013.
Zhihua Zhang, Dehua Liu, Guang Dai and Michael I. Jordan. Coherence Functions with Applications in Large-Margin Classification Methods.Journal of Machine Learning Research (JMLR), 13: 2705-2734, 2012.
Zhihua Zhang, Shusen Wang, Dehua Liu and Michael I. Jordan. EP-GIG priors and applications in Bayesian sparse learning.Journal of Machine Learning Research (JMLR), 13: 2031-2061, 2012.
Zhihua Zhang, G. Dai and M. I. Jordan. Bayesian generalized kernel mixed models.Journal of Machine Learning Research, 12, 31-59, 2011.
Zhihua Zhang, G. Dai, C. Xu and M. I. Jordan. Regularized Discriminant Analysis, Ridge Regression and Beyond.Journal of Machine Learning Research, 11, 2199-2228, 2010.
