885 citations · 3.3k across the 27 of their papers we have counts for
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cs.PL2017
Hot-Rodding the Browser Engine: Automatic Configuration of JavaScript Compilers
Chris Fawcett, Lars Kotthoff, Holger H. Hoos
Modern software systems in many application areas offer to the user a multitude of parameters, switches and other customisation hooks. Humans tend to have difficulties determining…
cs.AI2017★ 4 cited
Efficient Benchmarking of Algorithm Configuration Procedures via Model-Based Surrogates
Katharina Eggensperger, Marius Lindauer, Holger H. Hoos +2
The optimization of algorithm (hyper-)parameters is crucial for achieving peak performance across a wide range of domains, ranging from deep neural networks to solvers for hard com…