122 citations · 218 across the 12 of their papers we have counts for
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cond-mat.mtrl-sci2021★ 2 cited
Learning Rules for Materials Properties and Functions
Mario Boley, Matthias Scheffler
In materials science and engineering, one is typically searching for materials that exhibit exceptional performance for a certain function, and the number of these materials is ext…
cs.LG2021
Better Short than Greedy: Interpretable Models through Optimal Rule Boosting
Mario Boley, Simon Teshuva, Pierre Le Bodic +1
Rule ensembles are designed to provide a useful trade-off between predictive accuracy and model interpretability. However, the myopic and random search components of current rule e…