Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice

Damian Machlanski, Spyridon Samothrakis, Paul Clarke

Hyperparameters play a critical role in machine learning. Hyperparameter tuning can make the difference between state-of-the-art and poor prediction performance for any algorithm,…