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This chapter shows how to calculate the output of a distributional program efficiently. This computational task is a so-called exact computational inference task at its core, and we carry out this task with the so-called sum-product message passing algorithm.

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Efficient Calculation for Distributional Programs

  • 章节

  • 出版模式：

    开放获取

  • 发表日期：

    2025年

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  • Antonius B. Dieker,
  • Steven T. Hackman

摘要

This chapter shows how to calculate the output of a distributional program efficiently. This computational task is a so-called exact computational inference task at its core, and we carry out this task with the so-called sum-product message passing algorithm.