most citedExplaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration

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stat.ML2023★ 2 cited

Leveraging Model-based Trees as Interpretable Surrogate Models for Model Distillation

Julia Herbinger, Susanne Dandl, Fiona K. Ewald +2

Surrogate models play a crucial role in retrospectively interpreting complex and powerful black box machine learning models via model distillation. This paper focuses on using mode…