图 书 馆
机器学习，市场设计和广告Machine Learning, Market Design, and Advertising |
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| 课程网址: | http://videolectures.net/bsciw08_hartline_mlmda/ |
| 主讲教师: | Jason D. Hartline |
| 开课单位: | 西北大学 |
| 开课时间: | 2008-12-20 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Given the complexity of preferences in markets such as key word advertising it is hard to believe that the de facto standard, decentralized, local, greedy algorithm (advertisers bid for clicks on keywords) is any where close to being optimal for any reasonable objective (welfare, profit, etc.). In this talk we consider the market design problem from a global perspective. We make connections between machine learning theory and market design theory, where machine learning design problems closely mirror game theoretic design problems. We reduce a general theoretical market design problem to a natural machine learning optimization problem. These theoretical results lead to a number of practical answers to advertising market design questions. |
| 关 键 词: | 市场设计; 机器学习理论; 市场设计理论 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2021-03-12：nkq |
| 阅读次数: | 64 |