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cs.AI2026
Rigorous Explanations for Tree Ensembles
Yacine Izza, Alexey Ignatiev, Xuanxiang Huang +2
Tree ensembles (TEs) find a multitude of practical applications. They represent one of the most general and accurate classes of machine learning methods. While they are typically q…
cs.AI2026
A Formal Framework for the Explanation of Finite Automata Decisions
Jaime Cuartas Granada, Alexey Ignatiev, Peter J. Stuckey
Finite automata (FA) are a fundamental computational abstraction that is widely used in practice for various tasks in computer science, linguistics, biology, electrical engineering…