Stochastic
Causal
Generative
models
The posterior distribution is intractable.
Deterministic
Energy-Based Models
Partition function I
is intractable
ICA
Two
views of Independent Components Analysis
Z becomes
determinant
Posterior collapses
When the number of linear hidden units equals the dimensionality of the data, the model has both marginal and conditional independence.
