20 citations · 29 across the 6 of their papers we have counts for
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cs.LG2021★ 20 cited
EXPObench: Benchmarking Surrogate-based Optimisation Algorithms on Expensive Black-box Functions
Laurens Bliek, Arthur Guijt, Rickard Karlsson +2
Surrogate algorithms such as Bayesian optimisation are especially designed for black-box optimisation problems with expensive objectives, such as hyperparameter tuning or simulatio…
math.OC2021★ 1 cited
The Maintenance Scheduling and Location Choice Problem for Railway Rolling Stock
Jordi Zomer, Nikola Bešinović, Mathijs M. de Weerdt +1
Due to increasing railway use, the capacity at railway yards and maintenance locations is becoming limiting. Therefore, the scheduling of rolling stock maintenance and the choice r…