BriefGPT.xyz
Dec, 2016
一个非参数潜在因素模型用于基于位置的视频推荐
A Nonparametric Latent Factor Model For Location-Aware Video Recommendations
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Ehtsham Elahi
TL;DR
使用Bayesian潜在因子建模方法和Bayesian非参数技术来学习Netflix用户的视频偏好，并使用可扩展的推理技术应用于大型数据集，最终结果表明该模型能够捕捉到观看模式和地理位置之间的有趣关系。
Abstract
We are interested in learning customers' video preferences from their historic viewing patterns and geographical location. We consider a
bayesian
latent factor modeling
approach for this task. In order to tune th
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