On the Generative Utility of Cyclic Conditionals

Chang Liu, Haoyue Tang, Tao Qin +2

We study whether and how can we model a joint distribution $p(x,z)$ using two conditional models $p(x|z)$ and $q(z|x)$ that form a cycle. This is motivated by the observation that…