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Structured Output Regression for Time Series Prediction

2018-04-24 08:38    
主题:
Structured Output Regression for Time Series Prediction
时间:
2018-04-25 14:00-15:00
地点:
天津大学6号楼111教室
主讲人:
傅周宇

主讲人简介

微软亚洲研究院研究员

演讲内容介绍

In this talk, I will introduce a novel approach to robust time series prediction, which is formulated as a structured output regression problem by simultaneously considering the prediction error and the shape of the predicted sequence in model training. I also show that a simplified version of the generic model employing linear regression and PCA leads to a single optimization problem with convex objective function and globally optimal solution. 

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