SU-CS238 OCT052023

Key Sequence

Notation

New Concepts

• inference
  • Inference for Gaussian Models
• approximate inference
  • Direct Sampling
  • Likelihood Weighted Sampling
• parameter learning
  • Maximum Likelihood Parameter Learning
  • Baysian Parameter Learning
    • Dirichlet Distribution

Important Results / Claims

• “there is usually a tradeoff between the computational time you are willing to devote, and th
• Bayesian Learning on Binary Distributions

Questions

• for Likelihood Weighted Sampling, where do the conditional probability values come from

Interesting Factoids