开课单位--脸书公司
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Fast R-CNN[快速R-CNN]
   Ross B. Girshick(脸书公司) This paper proposes a Fast Region-based Convolutional Network method (Fast R-CNN) for object detection. Fast R-CNN builds on previous work to efficien...
热度:41

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Reasoning, Attention and Memory[推理、注意力和记忆]
  Sumit Chopra(脸书公司) The machine learning community has had great success in the last decades at solving basic prediction tasks such as text classification, image annotati...
热度:59

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Center of Attention: How Facebook Users Allocate Attention across Friends[关注中心:Facebook用户如何在朋友间分配注意力]
   Eytan Bakshy(脸书公司) An individual’s personal network — their set of social contacts—is a basic object of study in sociology. Studies of personal network...
热度:45

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Dimensions of Self-Expression in Facebook Status Updates[Facebook状态更新中的自我表达维度]
  Adam D.I. Kramer(脸书公司) We describe the dimensions along which Facebook users tend to express themselves via status updates using the semiautomated text analysis approach, th...
热度:61

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Optimizing Web Traffic via the Media Scheduling Problem [通过媒体调度问题优化网络流量]
  Lars Backstrom(脸书公司) Website traffic varies through time in consistent and predictable ways, with highest traffic in the middle of the day. When providing media content to...
热度:58

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Connections between the Lines: Augmenting Social Networks with Text[线路之间的连接:充实社会网络与文本]
  Jonathan Chang(脸书公司) Network data is ubiquitous, encoding collections of relationships between entities such as people, places, genes, or corporations. While many resource...
热度:51

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Controlled and uncontrolled environments in social networking websites and linguistic rules for multilingual websites[社交网站中受控和不受控制的环境以及多语言网站的语言规则]
  Chiara Pacella(脸书公司) In social networking websites, a "controlled" component, generated by content creators, must coexist with an "uncontrolled" compon...
热度:46

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Learning to Disambiguate Natural Language Using World Knowledge[学习对自然语言的使用知识]
  Antoine Bordes(脸书公司) We present a general framework and learning algorithm for the task of concept labeling: each word in a given sentence has to be tagged with the unique...
热度:43

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More than the Sum of its Parts: Building Domino Data Lab[不仅仅是其各个部分的总和:构建Domino数据实验室]
   Eduardo Ariño de la Rubia(脸书公司) Industry has always leveraged cutting edge quantitative research techniques. From finance and insurance, to marketing and manufacturing, efficiencies ...
热度:26
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