 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
 |
|
|
|
|
|
|
 |
 |
Aim is to minimize the amount by which a
step
|
|
|
toward
equilibrium improves the data distribution.
|
|
|
|
|
 |
 |
distribution
after
|
one step of
|
|
Markov
chain
|
|
|
|
|
 |
data
|
|
distribution
|
|
|
 |
model’s
|
|
distribution
|
|
|
|
|
|
|
|
 |
|
|
 |
|
|
|
|
|
 |
 |
 |
Maximize the
|
|
divergence
between
|
confabulations
and
|
|
model’s
distribution
|
|
|
|
|
 |
 |
 |
Minimize
divergence
|
between
data
|
|
distribution
and
|
|
model’s
distribution
|
|
|
|
|
|
 |
Minimize
|
|
Contrastive
|
Divergence
|
|
|
|
|
|
|
|
|
|
|