Inferring Kernel $\epsilon$-Machines: Discovering Structure in Complex Systems

Alexandra M. Jurgens, Nicolas Brodu

Previously, we showed that computational mechanic's causal states -- predictively-equivalent trajectory classes for a stochastic dynamical system -- can be cast into a reproducing…