4   Artículos

 
en línea
Marco Scutari    
Bayesian networks (BNs) are a foundational model in machine learning and causal inference. Their graphical structure can handle high-dimensional problems, divide them into a sparse collection of smaller ones, underlies Judea Pearl?s causality, and determ... ver más
Revista: Algorithms    Formato: Electrónico

 
en línea
Andrea Ruggieri, Francesco Stranieri, Fabio Stella and Marco Scutari    
Incomplete data are a common feature in many domains, from clinical trials to industrial applications. Bayesian networks (BNs) are often used in these domains because of their graphical and causal interpretations. BN parameter learning from incomplete da... ver más
Revista: Algorithms    Formato: Electrónico

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