Approximate learning of parsimonious Bayesian context trees

Daniyar Ghani, Nicholas A. Heard, Francesco Sanna Passino

Models for categorical sequences typically assume exchangeable or first-order dependent sequence elements. These are common assumptions, for example, in models of computer malware…