Efficiently Estimating Optimal Hyperparameter Scaling Laws through Power-Law Entropy Search Z. Chen, S. Ament, D. Eriksson, M. Balandat, B. K. H. Low, E. Bakshy, J. A. Lin Preprint PDF BibTeX