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概率图模型中的变分近似推理方法
  • ISSN号:0254-4156
  • 期刊名称:自动化学报
  • 时间:2012.11.11
  • 页码:1721-1734
  • 分类:TP391.4[自动化与计算机技术—计算机应用技术;自动化与计算机技术—计算机科学与技术] TQ323.606[化学工程—合成树脂塑料工业]
  • 作者机构:[1]Tsinghua National Laboratory for Information Science and Tech-nology (TNList), Beijing 100084, China, [2]Department of Au-tomation, Tsinghua University, Beijing 100084, China
  • 相关基金:Supported by National Natural Science Foundation of China(61071131,61271388); Natural Science Foundation of Beijing(4122040); Research Project of Tsinghua University(2012Z01011); Doctoral Fund of Ministry of Education of China(20120002110036)
  • 相关项目:概率图模型对偶优化及其在视频序列分析中的应用研究
中文摘要:

FENG Ding-Cheng Received his bachelor degree in automation from Harbin Institute of Technology in 2008. He is a Ph. D. candidate in control science and engineering in the Department of Automation, Tsinghua University. His research interest covers structure learning, variational inference, causal inference, and feature selection. E-maih dingchengfeng@gmail.com CHEN Feng Received his bachelor and master degrees in automation from Saint- Petersburg Poly-Technic University, Saint- Petersburg, Russia, in 1994 and 1996, respectively, and his Ph.D. degree in automation from Tsinghua University, China, in 2000. He is currently a professor with the National Laboratory for Information Science and Technology, Department of Automation, Tsinghua University. His re-search interest covers computer vision, video processing, and variational inference and structure learning in graphical models. Corresponding author of this paper. E-mail: chenfeng@mail.tsinghua.edu.cn XU Wen-Li Received his bachelor degree in electrical engineering and his master degree in automatic control engineering from Tsinghua University, China, in 1970 and 1980, respectively, and his Ph. D, degree in electrical and computer engineering from the University of Colorado at Boul- der, USA, in 1990. He is currently a pro- fessor with the National Laboratory for In- formation Science and Technology, Depart-ment of Automation, Tsinghua University. His research interest covers automatic control, intelligent robot, and computer vision. E-maih xuwl~mail.tsinghua.edu.cn

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期刊信息
  • 《自动化学报》
  • 中国科技核心期刊
  • 主管单位:中国科学院
  • 主办单位:中国自动化学会 中国科学院自动化研究所
  • 主编:王飞跃
  • 地址:北京东黄城根北街16号
  • 邮编:100717
  • 邮箱:aas@ia.ac.cn
  • 电话:010-64019820
  • 国际标准刊号:ISSN:0254-4156
  • 国内统一刊号:ISSN:11-2109/TP
  • 邮发代号:2-180
  • 获奖情况:
  • 1997年获全国优秀期刊奖,1985、1990、1996、2000年获中国科学院优秀期刊二等奖,2002年获国家期刊奖
  • 国内外数据库收录:
  • 美国数学评论(网络版),德国数学文摘,荷兰文摘与引文数据库,美国工程索引,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:27550