On the Equality of the ELBO to a Sum of Entropies at Stationary Points of Learning

Jörg Lücke, Jan Warnken

The variational lower bound (a.k.a. ELBO or free energy) is the central objective for many established as well as for many novel algorithms for unsupervised learning. Such algorith…