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Fig. 1.
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Comparison between an ANN and a conditional normalizing flow with parameters ϕ. The output of the classical ANN is an average value over all the solutions 
, however the normalizing flow transforms a simple distribution conditioned on the data to obtain the full probability distribution of the target parameter θ.
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