Exponential Families (Recitation)

Content

  • Definition of Exponential Families
  • Log Partition Function
  • Maximum Likelihood Estimators
  • Conjugate Priors
  • MAP with generalized Laplace smoothing

Supplementary material

PDF slides for Exponential Families.

Videos

Unedited video straight from a GF2.