图 书 馆
不可知论者的主动学习Agnostic Active Learning |
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| 课程网址: | http://videolectures.net/mlss06tw_langford_aal/ |
| 主讲教师: | John Langford |
| 开课单位: | 微软公司 |
| 开课时间: | 2007-02-25 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | The great promise of active learning is that via interaction the number of samples required can be reduced to logarithmic in the number required for standard batch supervised learning methods. To achieve this promise, active learning must be able to cope with noisy data. We show how it is possible to cope with even malicious noise in an active learning setting, removing noise an obstacle to regular application of active learning. |
| 关 键 词: | 主动学习; 监督学习; 消除噪音 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-06-08：吴雨秋(课程编辑志愿者) |
| 阅读次数: | 157 |