[uoaei]

I wish I had more opportunity to use EBMs. Joint distributions seem to be more relevant to our epistemology (vis a vis data and what we can say about it) than conditional ones. But the optimization steps for fitting parameters is kind of a dealbreaker because of how many steps it can take, and also because most ML frameworks are aggressively feedforward.