65 citations · 101 across the 11 of their papers we have counts for
3 papers · 1 filter
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…
Computer Vision Approach for Low Cost, High Precision Measurement of Grapevine Trunk Diameter in Outdoor Conditions
Diego Sebastián Pérez, Facundo Bromberg, Francisco Gonzalez Antivilo
Trunk diameter is a variable of agricultural interest, used mainly in the prediction of fruit trees production. It is correlated with leaf area and biomass of trees, and consequent…
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…