Can you marginalize a mixture model where the draws from the different components are not independent?

[ricardoV94]

Random google showed up that some kinds of correlated Bernoulli may correspond to suitable parametrized Beta-Binomials… you still have the enumeration issue though: https://arxiv.org/pdf/physics/0605189.pdf