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Recent Advances in Bayesian Optimization
ACM Computing Surveys, 2023Xilu Wang, Yaochu Jin, Sebastian Schmitt
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Bayesian reaction optimization as a tool for chemical synthesis
Nature, 2021Benjamin J Shields +2 more
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Reasoning in Structured Bayesian Networks
2003The paper proposes a new type of Bayesian networks, so-called Structured Bayesian Networks (SBN). A new reasoning paradigm is proposed for SBN that is much simpler than for the general type Bayesian networks because the NP hard transformation to Markov trees can be avoided.
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Essentials of Bayesian diagnostic reasoning
The Netherlands Journal of Medicine, 1995openaire +2 more sources
Bayesian statistical methods for genetic association studies
Nature Reviews Genetics, 2009Matthew Stephens
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Bayesian community-wide culture-independent microbial source tracking
Nature Methods, 2011Dan Knights +2 more
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