Markov Logic Learning Algorithm

A Markov Logic Learning Algorithm is an Learning Algorithm for a Markov Logic Network.

• AKA: Markov Logic Learning.
• See: Markov Logic Inference Algorithm, Markov Logic System, Conditional Likelihood Estimation, Convex Optimization Algorithm, Inductive Logic Programming Algorithm.

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References

2009

• (Domingos & Lowd, 2009) ⇒ Pedro Domingos, and Daniel Lowd. (2009). “Markov Logic: An Interface Layer for Artificial Intelligence." Morgan & Claypool. doi:10.2200/S00206ED1V01Y200907AIM007
  • Learning algorithms make use of conditional likelihood, convex optimization, and inductive logic programming ...

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