图 书 馆
有限实验的因果可转移性Causal Transportability with Limited Experiments |
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| 课程网址: | https://videolectures.net/videos/nipsworkshops2013_bareinboim_lim... |
| 主讲教师: | Dengyong Zhou |
| 开课单位: | 信息不详。欢迎您在右侧留言补充。 |
| 开课时间: | 2014-10-06 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Most scientific explorations are concerned with generalizing empirical findings to new environments, settings, or populations, a problem that the machine learning literature labeled "transfer learning." Our talk focuses on a particular type of generalizability, called “transportability”, defined as a license to transfer causal effects learned in experimental studies to a new population, in which only observational studies can be conducted. We introduce a formal representation called “selection diagrams”. |
| 关 键 词: | 机器学习; 观察性研究; 科学探索 |
| 课程来源: | videolectures |
| 数据采集: | 2025-05-29：yuhongrui |
| 最后编审: | 2025-05-29：yuhongrui |
| 阅读次数: | 5 |