Learning higher-order sequential structure with cloned HMMs

Antoine Dedieu, Nishad Gothoskar, Scott Swingle +3

Variable order sequence modeling is an important problem in artificial and natural intelligence. While overcomplete Hidden Markov Models (HMMs), in theory, have the capacity to rep…