Statistical Learning Theory CS281a

Created by: Colorado Reed
Intended for: student taking CS281a at Berkeley or studying similar material

This content of roadmap follows Prof. Jordan's lectures/textbook.

Conditional Independence and Factorization

Exact Inference

  • variable elimination

junction trees

Approximate inference

  • MCMC
  • metropolis hastings