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文章基本信息

  • 标题:"A Variational Inference Procedure Allowing Internal Structure for Overlapping Clusters and Deterministic Constraints",
  • 本地全文:下载
  • 作者:D. Geiger ; C. Meek ; Y. Wexler
  • 期刊名称:Journal of Artificial Intelligence Research
  • 印刷版ISSN:1076-9757
  • 出版年度:2006
  • 卷号:27
  • 页码:1-23
  • 出版社:American Association of Artificial
  • 摘要:We develop a novel algorithm, called VIP*, for structured variational approximate inference. This algorithm extends known algorithms to allow efficient multiple potential updates for overlapping clusters, and overcomes the difficulties imposed by deterministic constraints. The algorithm's convergence is proven and its applicability demonstrated for genetic linkage analysis.
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