Sequential Density Estimation via Nonlinear Continuous Weighted Finite Automata

Tianyu Li, Bogdan Mazoure, Guillaume Rabusseau

Weighted finite automata (WFAs) have been widely applied in many fields. One of the classic problems for WFAs is probability distribution estimation over sequences of discrete symb…