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cs.LG2025
Automated Algorithm Design for Auto-Tuning Optimizers
Floris-Jan Willemsen, Niki van Stein, Ben van Werkhoven
Automatic performance tuning (auto-tuning) is essential for optimizing high-performance applications, where vast and irregular search spaces make manual exploration infeasible. Whi…
cs.LG2025★ 1 cited
Tuning the Tuner: Introducing Hyperparameter Optimization for Auto-Tuning
Floris-Jan Willemsen, Rob V. van Nieuwpoort, Ben van Werkhoven
Automatic performance tuning (auto-tuning) is widely used to optimize performance-critical applications across many scientific domains by finding the best program variant among man…