开课单位--南加利福尼亚大学
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Information Contagion: an Empirical Study of the Spread of News on Digg and Twitter Social Networks[信息传染:digg和twitter社交网络新闻传播的实证研究]
  Kristina Lerman(南加利福尼亚大学) Social networks have emerged as a critical factor in information dissemination, search, marketing, expertise and influence discovery, and potentially ...
热度:58

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Identifying Personal Stories in Millions of Weblog Entries[在数以百万计的日志条目中识别个人故事 ]
  Andrew S. Gordon(南加利福尼亚大学) Stories of people's everyday experiences have long been the focus of psychology and sociology research, and are increasingly being used in innovative ...
热度:62

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Topic-Link LDA: Joint Models of Topic and Author Community [主题链接LDA:主题和作者社区的联合模型]
  Yan Liu(南加利福尼亚大学) Given a large-scale linked document collection, such as a collection of blog posts or a research literature archive, there are two fundamental proble...
热度:43

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Poster: Knowledge as a Constraint on Uncertainty for Unsupervised Classification: A Study in Part-of-Speech Tagging[海报:知识作为无监督分类不确定性的约束:词性标注研究]
  Thomas J. Murray(南加利福尼亚大学) This paper evaluates the use of prior knowledge to limit or bias the choices of a classifer during otherwise unsupervised training and classifcation. ...
热度:78

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Free Energy and Relative Entropy Dualities: Connections to Path Integral Control and Applications to Robotics[自由能和相对熵对偶:路径积分控制的连接和机器人学的应用]
  Evangelos Theodorou(南加利福尼亚大学) While optimal control and reinforcement learning are fundamental frameworks for learning and control applications, their application to high dimension...
热度:130
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