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结构化输入学习

Learning with structured inputs
课程网址: http://videolectures.net/oh06_zhang_lsi/  
主讲教师: Tong Zhang
开课单位: 新泽西州立大学
开课时间: 2007-02-25
课程语种: 英语
中文简介:
我将提出一种新的半监督学习方法,采用一种我们称之为结构学习(又称多任务学习)的方法。这个想法是从许多辅助问题中学习预测结构,这些辅助问题是从未标记的数据中创建的(并且与目标问题相关),然后将学习的结构转移到监督的目标问题。
课程简介: I will present a novel approach to semi-supervised learning that employs a method which we refer to as structural learning (aka multi-task learning). The idea is to learn predictive structures from many auxiliary problems that are created from the unlabeled data (and are related to the target problem), and then transfer the learned structure to the supervised target problem.
关 键 词: 帕斯卡尔-模式分析; 统计建模; 计算学习
课程来源: 视频讲座网
最后编审: 2020-06-29:zyk
阅读次数: 52