Sebastián Moreno

Using Bayesian Network Representations for Effective Sampling from\n Generative Network Models

2015 · arXiv (Cornell University)

Bayesian networks (BNs) are used for inference and sampling by exploiting\nconditional independence among random variables. Context specific independence\n(CSI) is a property of graphical models where additional independence relations\narise in the context of particular values of …