Maximum Entropy models makes least assumption about the data
Introducing latent variables to Boltzmann machine and restrict the connections within groups.
Cross entropy is1 $$ H(p, q) = \mathbb E_{p} \left[ -\log q \right]. $$ Cross entropy $H(p, q)$ can …
Shannon entropy $S$ is the expectation of information content $I(X)=-\log \left(p\right)$1, …
The code function produces code words. The expected length of the code word is limited by the …