Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach

Syrine Belakaria, Janardhan Rao Doppa, Nicolo Fusi +1

The rising growth of deep neural networks (DNNs) and datasets in size motivates the need for efficient solutions for simultaneous model selection and training. Many methods for hyp…