csp常见问题解答,概率图形模型,数据库,逻辑和矩阵运算(特邀演讲)

A. Rudra
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引用次数: 0

摘要

在这个讲座中,我们将讨论求解半环上某些函数积和的一般框架。这抓住了许多不同领域的众所周知的问题,如csp、概率图形模型、数据库、逻辑和矩阵运算。本次演讲基于Mahmoud Abo Khamis和Hung Q. Ngo的合作作品《FAQ: Questions Asked often》,该作品曾出现在PODS 2016上。
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Answering FAQs in CSPs, probabilistic graphical models, databases, logic and matrix operations (invited talk)
In this talk we will discuss a general framework to solve certain sums of products of functions over semi-rings. This captures many well-known problems in disparate areas such as CSPs, Probabilistic Graphical Models, Databases, Logic and Matrix Operations. This talk is based on joint work titled FAQ: Questions Asked Frequently with Mahmoud Abo Khamis and Hung Q. Ngo, which appeared in PODS 2016.
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