Efficient Transfer Learning Method for Automatic Hyperparameter Tuning

Dani Yogatama, Gideon Mann

Abstract: We propose a fast and effective algorithm for automatic hyperparameter tuning that can generalize across datasets. Our method is an instance of sequential model-based optimization (SMBO) that trans...