Tag: mathematically

  • Mathematically rigorous proofs for Shapley explanations

    Mathematically rigorous proofs for Shapley explanations arXiv:2510.03281v1 Announce Type: new Abstract: Machine Learning is becoming increasingly more important in today’s world. It is therefore very important to provide understanding of the decision-making process of machine-learning models. A popular way to do this is by looking at the Shapley-Values of these models as introduced by Lundberg…