图 书 馆
统计学习：因果导向和稳健Statistical Learning: Causal-oriented and Robust |
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| 课程网址: | https://videolectures.net/8ecm2021_buhlmann_learning_casual/ |
| 主讲教师: | Peter Bühlmann |
| 开课单位: | 8ECM会议 |
| 开课时间: | 2021-07-06 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Reliable, robust and interpretable machine learning is a big emerging theme in data science and artificial intelligence, complementing the development of pure black box prediction algorithms. Looking through the lens of statistical causality and exploiting a probabilistic invariance property opens up new paths and opportunities for enhanced robustness, with wide-ranging prospects for various applications. |
| 关 键 词: | 统计学习; 因果导向; 数据科学; 人工智能 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2024-05-28：liyq |
| 最后编审: | 2024-05-28：liyq |
| 阅读次数: | 5 |