probabilistic graphical models

Learning edge direction in a Bayesian network model
Our interest here is to discuss a method to learn the direction of an edge in a belief network. Consider a distribution $$ P(x,y | \theta,M_{y\to x}) = P(x|y,\theta_{x|y})P(y|\theta_y) $$
May 9, 2023 4 min read coursework