Practical Transfer Learning for Bayesian Optimization

Matthias Feurer, Benjamin Letham, Frank Hutter +1

When hyperparameter optimization of a machine learning algorithm is repeated for multiple datasets it is possible to transfer knowledge to an optimization run on a new dataset. We…