Search Results for author: Shahd Safarani

Found 2 papers, 2 papers with code

On the Performance of Differential Evolution for Hyperparameter Tuning

1 code implementation15 Apr 2019 Mischa Schmidt, Shahd Safarani, Julia Gastinger, Tobias Jacobs, Sebastien Nicolas, Anett Schülke

This empirical study involves a range of different machine learning algorithms and datasets with various characteristics to compare the performance of Differential Evolution with Sequential Model-based Algorithm Configuration (SMAC), a reference Bayesian Optimization approach.

Bayesian Optimization BIG-bench Machine Learning +1

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