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【学术报告】研究生“灵犀学术殿堂”第581期之胡耀华副教授报告会通知
2020-10-27 15:11   党委学生工作部 审核人:   (点击: )

全校师生:

我校定于2020年11月14日举办研究生灵犀学术殿堂——胡耀华副教授报告会,现将有关事项通知如下:

1.报告会简介

报告人:胡耀华副教授

时间:2020年11月14日(星期六) 15:30

地点:腾讯会议(会议号:914 770 528)

报告题目:Group sparse optimization in systems biology

内容简介:Inferring gene regulatory networks from gene expression data and identifying key factors for cell fate conversion are two arduous challenges in biology and regenerative medicine, especially in higher organisms (like human and mouse) where the number of genes is large but the number of experimental samples is small. In this talk, we will formulate these two systems biology problems into group sparse optimization problem by employing the special structure of the involved regulatory networks. The lower-order regularization method for group sparse optimization will be introduced in a unified framework. Theoretical guarantee of the lower-order regularization method is provided via the oracle property and recovery bound, and the numerical performance of the proximal gradient algorithm is presented via the linear convergence property. The applications of group sparse optimization will facilitate biologists to study the gene regulation of higher model organisms in a genome-wide scale.

2.欢迎各学院师生前来听报告。报告会期间请关闭手机或将手机调至静音模式。

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数学与统计学院

复杂系统动力学与控制工信部重点实验室

2020年10月27日


报告人简介

胡耀华,深圳大学数学与统计学院副教授(香港理宝马娱乐app下载学博士,师从杨晓琪教授),深圳市海外高层次人才,深圳市南山区“领航人才”。主要从事连续优化理论与应用研究,主持国家自然科学基金3项,省市级科研项目5项。在SIAM Journal on Optimization, Journal of Machine Learning Research, Inverse Problems, European Journal of Operational Research上发表多篇论文,参与开发多个生物信息学工具包/网页服务器。

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