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Bayesian Personalized Ranking
这里我们为大家介绍一种“基于贝叶斯后验优化的个性化排序算法”:Bayesian Personalized Ranking。
其本身并不优化用户对物品的评分,而只藉由评分来优化用户对物品的排序。按照论文的说法:it is a real ranking algorithm.
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A Bayesian Approach to Array Geometry Design
... Matrix (FIM) for single-source DOA constitute the
basis of the optimality criteria. We relate the design criteria to a Bayesian
CRB criterion and to array beamwidth; we also derive closed-form expressions
for the design criteria when the DOA prior is ...
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Bayesian Methods for Statistical Analysis_[Puza2015]
... of data. The book consists of 12 chapters, starting with basic concepts and covering numerous topics, including Bayesian estimation, decision theory, prediction, hypothesis testing, hierarchical models, Markov chain Monte Carlo methods, finite population ...
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Bayesian Programming
... .
FAQs
Along with a glossary, the fourth part contains answers to frequently asked questions. The authors compare Bayesian programming and possibility theories, discuss the computational complexity of Bayesian inference, cover the irreducibility of ...
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A First Course In Bayesian Statistical Methods
关于贝叶斯统计方面的很好的入门教材。The purpose of the book is to familiarize the students with the basic concepts of Bayesian theory and to quickly get them performing their own data analyses using Bayesian com- putational tools.
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