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广告效果的机器学习和因果推理

Machine Learning and Causal Inference for Advertising Effectiveness
课程网址: http://videolectures.net/kdd2017_athey_advertising_effectiveness/  
主讲教师: Susan Athey
开课单位: 斯坦福大学
开课时间: 2017-12-01
课程语种: 英语
中文简介:
本演讲将回顾最近几种衡量治疗效果的方法,例如广告活动。我们将讨论处理向用户非随机分配广告的方法,以及估计向用户分配广告的最佳策略的方法。
课程简介: This talk will review several recent methodological approaches to measuring the effectiveness of treatments, such as advertising campaigns. We will discuss methods for dealing with non-random assignment of advertisements to users, as well as methods for estimating optimal policies for assigning advertising to users.
关 键 词: 机器学习; 广告活动; 计算机科学
课程来源: 视频讲座网
数据采集: 2023-11-28:wujk
最后编审: 2023-11-28:wujk
阅读次数: 18