The Grow-Shrink strategy for learning Markov network structures constrained by context-specific independences

Alejandro Edera, Yanela Strappa, Facundo Bromberg

Markov networks are models for compactly representing complex probability distributions. They are composed by a structure and a set of numerical weights. The structure qualitativel…