I have a question about the association between labels. Say my neural network performs multi-labeling in its output layer. Now, if one of the labels is for whether a person lives in city $X$, another for if they have a wiki article, and finally a third for if that person is a millionaire. Let us assume that these are highly correlated.
Is there some way for us to know if the neural network internally finds an association between these three labels?