Maximum a Posteriori (MAP) Inference

A Maximum a Posteriori (MAP) Inference is an inference based on maximum a posteriori estimation.

• • …
• Counter-Example(s):
  • a Cutting Plane Inference.
• See: Maximum Likelihood Estimate, Probabilistic Inference.

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References

2016

• (Riedel, 2008) ⇒ Sebastian Riedel. (2008). “Improving the Accuracy and Efficiency of MAP Inference for Markov Logic.” In: Proceedings of the 24th Conference on Uncertainty in Artificial Intelligence, UAI 2008.
  • QUOTE: In this work we present Cutting Plane Inference (CPI), a Maximum A Posteriori (MAP) inference method for Statistical Relational Learning.

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