Amazon SageMaker Automatic Model Tuning: Scalable Gradient-Free Optimization

Valerio Perrone, Huibin Shen, Aida Zolic +12

Tuning complex machine learning systems is challenging. Machine learning typically requires to set hyperparameters, be it regularization, architecture, or optimization parameters,…