I understand that Bayesian Networks often handle noisy data better than other machine learning methods, are there any citations to support this?

08 December 2022 1 6K Report

I have heard that Bayesian Networks handle noisy data sets with more accuracy than other machine learning approaches, including improved learning and predictions. Are there any citations that support this?

Janak Parmar

Discriminative structure and parameter learning for Bayesian networks. Journal of Machine Learning Research

Bayesian artificial intelligence. CRC press

These may help.

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