MAP Approximation

• Simplest approximation: MAP parameters

  • MAP --- Maximum A-posteriori Probability

where

Assumption:

• Posterior mass is dominated by a MAP parameters

Finding MAP parameters:

• Same techniques as finding ML parameters

• Maximize P(?|D) instead of L(?:D)

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