14 citations · 33 across the 7 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
cs.AI2017★ 2 cited
Speeding-up ProbLog's Parameter Learning
Francisco H. O. V. de Faria, Arthur C. Gusmão, Fabio G. Cozman +1
ProbLog is a state-of-art combination of logic programming and probabilities; in particular ProbLog offers parameter learning through a variant of the EM algorithm. However, the re…
cs.AI2017
On the Semantics and Complexity of Probabilistic Logic Programs
Fabio Gagliardi Cozman, Denis Deratani Mauá
We examine the meaning and the complexity of probabilistic logic programs that consist of a set of rules and a set of independent probabilistic facts (that is, programs based on Sa…