图 书 馆
让贝叶斯定理沉睡Putting Bayes to Sleep |
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| 课程网址: | http://videolectures.net/onlinelearning2012_koolen_bayes/ |
| 主讲教师: | Koolen Wouter M |
| 开课单位: | 荷兰数学与信息中心 |
| 开课时间: | 2013-03-23 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | In online multitask learning a single algorithm faces a collection of interleaved tasks. By addressing these tasks jointly rather than in isolation, the algorithm can discover and exploit similarities between tasks and hence learn faster and perform each task better. We present a new method for multitask learning, built atop the "specialist" framework. We obtain a new intriguing efficient update that achieves a significantly better bound. Our method has linear efficiency and hence scales to very large data sets. |
| 关 键 词: | 线性效率; 算法; 数据集 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-06-06：zyk |
| 阅读次数: | 53 |