图 书 馆
人类学会用流形Humans Learn Using Manifolds, Reluctantly |
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| 课程网址: | http://videolectures.net/nips2010_zhu_hlu/ |
| 主讲教师: | Jerry (Xiaojin) Zhu |
| 开课单位: | 威斯康星大学 |
| 开课时间: | 2011-01-02 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | When the distribution of unlabeled data in feature space lies along a manifold, the information it provides may be used by a learner to assist classification in a semi-supervised setting. While manifold learning is well-known in machine learning, the use of manifolds in human learning is largely unstudied. We perform a set of experiments which test a human's ability to use a manifold in a semi-supervised learning task, under varying conditions. We show that humans may be encouraged into using the manifold, overcoming the strong preference for a simple, axis-parallel linear boundary. |
| 关 键 词: | 特征空间; 数据的分布; 流形学习 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-09-27：yumf |
| 阅读次数: | 72 |