Blankets Joint Posterior score for learning Markov network structures

no code implementations • 8 Aug 2016 • Federico Schlüter, Yanela Strappa, Diego H. Milone, Facundo Bromberg

Markov networks are extensively used to model complex sequential, spatial, and relational interactions in a wide range of fields.

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

no code implementations • 30 Jul 2014 • Alejandro Edera, Yanela Strappa, Facundo Bromberg

The structure qualitatively describes independences in the distribution, which can be exploited to factorize the distribution into a set of compact functions.