variational linear regression
Summary
Variational linear regression is an illustrative example of variational Bayes.
Context
This concept has the prerequisites:
Core resources (we're sorry, we haven't finished tracking down resources for this concept yet)
Supplemental resources (the following are optional, but you may find them useful)
-Paid-
→ Pattern Recognition and Machine Learning
A textbook for a graduate machine learning course, with a focus on Bayesian methods.
Location:
Section 10.3, pages 486-490
→ Machine Learning: a Probabilistic Perspective
A very comprehensive graudate-level machine learning textbook.
Location:
Section 21.5.2, pages 746-749
See also
- Variational logistic regression is the analogue for classification.