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像与匪徒决斗一样交互式优化信息系统

Interactively Optimizing Information Systems as a Dueling Bandits Problem
课程网址: http://videolectures.net/bsciw08_yue_ioisdbp/  
主讲教师: Yisong Yue; Thorsten Joachims
开课单位: 加州理工学院
开课时间: 2008-12-20
课程语种: 英语
中文简介:
我们提出了一个在线学习框架,专门针对搜索引擎和其他信息访问系统中观察到的用户行为进行实时学习。特别是,我们只需要从隐式反馈中可靠推断出的成对比较[4,3]。我们将给出一个具有理论保证和仿真结果的算法。
课程简介: We present an online learning framework tailored towards real-time learning from observed user behavior in search engines and other information access systems. In particular, we only require pairwise comparisons which were shown to be reliably inferred from implicit feedback [4, 3]. We will present an algorithm with theoretical guarantees as well as simulation results.
关 键 词: 优化系统; 搜索引擎; 计算机智能
课程来源: 视频讲座网
最后编审: 2019-12-19:lxf
阅读次数: 46