乘积分布的信息发散近似
Informational Divergence Approximations to Product Distributions
摘要:
基于非标准化的信息发散,精确地近似产品分布所需的最小速率被证明是一个互信息。这个结果包含了Wyner关于公共信息的结果和Han-Verdú关于可分解性的结果。该结果还扩展到源分布未知但熵已知的情况。
英文摘要:
The minimum rate needed to accurately approximate a product distribution based on an unnormalized informational divergence is shown to be a mutual information. This result subsumes results of Wyner on common information and Han-Verdú on resolvability. The result also extends to cases where the source distribution is unknown but the entropy is known.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。