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mauro-idsia / blip

Bayesian network Learning Improved Project
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Missing papers referenced in readme #7

Open fcole90 opened 6 years ago

fcole90 commented 6 years ago

Hi, I would like to better understand the algorithms behind your code but unfortunately I cannot find some of the papers you mentioned.

I didn't find Efficient Learning of Bounded-Treewidth Graphs from Complete and Incomplete Data Sets but instead I found Efficient Learning of Bounded-Treewidth Bayesian Networks from Complete and Incomplete Data Sets. Has the paper perhaps changed its name since you wrote the readme?

Instead I could not find anything related to Approximated Structural Learning for Large Bayesian Networks.

Can you provide some resources?

Best, Fabio

mauro-idsia commented 6 years ago

Thanks for pointing this out, I will update the README.

So indeed the first paper has been published with title "Efficient learning of bounded-treewidth Bayesian networks from complete and incomplete data sets" (https://www.sciencedirect.com/science/article/pii/S0888613X17307272).

The second has been accepted for publication in the ML journal, but not yet published (we expect publication in the next weeks).

Mauro

fcole90 commented 6 years ago

Thank you very much for the clarification.

Fabio