Information Lattice Learning as Probabilistic Graphical Model Structure Learning

Haizi Yu, Lav R. Varshney

Information lattice learning (ILL) learns interpretable rules of a signal by alternately projecting the signal onto a partition lattice that encodes a hierarchy of abstractions and…