在线多任务/多视图学习中的稀疏性Sparsity in online multitask/multiview learning |
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课程网址: | http://videolectures.net/smls09_bianchi_siomml/ |
主讲教师: | Nicolò Cesa-Bianchi |
开课单位: | 米兰大学 |
开课时间: | 2009-05-06 |
课程语种: | 英语 |
中文简介: | 对于交互学习系统的研究,多任务和多视图学习是一个有趣的案例。在本演讲中,我们描述了在多任务/多视图域中的结果,其中通过在在线学习框架中施加几何和光谱性质的稀疏约束来实现共正则化。与Giovanni Cavallanti和Claudio Gentile联合开展工作。 |
课程简介: | Multitask and multiview learning is an interesting case for the study of interacting learning systems. In this talk we describe results in the multitask/multiview domain where co-regularization is achieved by imposing sparsity constraints of geometrical and spectral nature in an online learning framework. Joint work with Giovanni Cavallanti and Claudio Gentile. |
关 键 词: | 交互学习系统; 多视图学习; 共正则化 |
课程来源: | 视频讲座网 |
最后编审: | 2019-09-21:cwx |
阅读次数: | 63 |