9 citations · 9 across the 2 of their papers we have counts for
2 papers
cs.AI2023
Generating Bayesian Network Models from Data Using Tsetlin Machines
Christian D. Blakely
Bayesian networks (BN) are directed acyclic graphical (DAG) models that have been adopted into many fields for their strengths in transparency, interpretability, probabilistic reas…
cs.LG2020★ 9 cited
Closed-Form Expressions for Global and Local Interpretation of Tsetlin Machines with Applications to Explaining High-Dimensional Data
Christian D. Blakely, Ole-Christoffer Granmo
Tsetlin Machines (TMs) capture patterns using conjunctive clauses in propositional logic, thus facilitating interpretation. However, recent TM-based approaches mainly rely on inspe…