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cs.AI2025
Explaining Decisions in ML Models: a Parameterized Complexity Analysis (Part I)
Sebastian Ordyniak, Giacomo Paesani, Mateusz Rychlicki +1
This paper presents a comprehensive theoretical investigation into the parameterized complexity of explanation problems in various machine learning (ML) models. Contrary to the pre…
cs.AI2024
Explaining Decisions in ML Models: a Parameterized Complexity Analysis
Sebastian Ordyniak, Giacomo Paesani, Mateusz Rychlicki +1
This paper presents a comprehensive theoretical investigation into the parameterized complexity of explanation problems in various machine learning (ML) models. Contrary to the pre…