65 citations · 101 across the 11 of their papers we have counts for
Showing 2014 · cs.LGShow all
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cs.LG2014★ 1 cited
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…
cs.LG2014★ 65 cited
Efficient Markov Network Structure Discovery Using Independence Tests
Facundo Bromberg, Dimitris Margaritis, Vasant Honavar
We present two algorithms for learning the structure of a Markov network from data: GSMN* and GSIMN. Both algorithms use statistical independence tests to infer the structure by su…