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【学术报告】2017年12月15日下午吴耀华教授来我院举办学术讲座

2017-12-14 11:32:43    浏览次数:

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报告人:Wu Yaohua (吴耀华教授,中国科学技术大学)

报告题目:Robust t-process functional ANOVA model

报告摘要:Gaussian process regression model has already been used to fit data widely, and lots of its nice properties have been proved. In this paper, we combine a robust extended t-process with a Gaussian process in ANOVA functional model. Because of the extended t-process model's clear construction, it inherits a lot of pretty properties from the GPR model. In this paper, robust property and information consistency of the Robust t-process functional ANOVA model are discussed. Simulation and real data studies present that the model has a robust fit about data and a good ability to predict it, compared with other functional methods.

报告时间:2017年12月15日(星期五)下午2:45 - 3:30.

报告地点:科技楼南楼715