fundamentals 14
- Prerequisites for Convex Optimization 2
- Lagrange Multipliers
- Conditional Independence, d-Separation, Markov Property and Markov Blanket
- A Reference Guide to Distributions
- Latent Variable Model (LVM)
- Evidence Lower Bound
- Latent Variables
- Jensen's Inequality
- Kullback–Leibler Divergence
- Mutual Information
- Notations-1
- Joint, Conditional and Marginal Entropy
- Entropy
- Self Information