PCA vs ICA

bss +ica -pca
directional +ica -pca
faces
natural sene ->ica <-edge documents->topics

information theory
x1, x2, x3 -> learner -> y

010101
A 0, B 110, C 111, D 10

Joint Entropy
H(x,y)= -ΣP(x,y)logP(x,y)

Conditional Entropy
Hcy(x) = -Σp(x,y)logP(y|x)

H(y|x)
I(x,y)=H(y)-H(x|y)

D(p||g) = sp(x)log p(x)/q(x)