Comparison to other optimization methods?

[iaroslav-ai]

Hello @bowenbaker , @peterldowns
firstly, thank your for the interesting paper and repository! :)
This is maybe rather a question for the paper, not sure if it belong here - feel free to move it.
Do you have any plans to release a comparison of your method with recent methods for Bayesian Optimization / genetic optimization and the like, as part of current or future work? For example using methods from black box optimization competition or this one for bayesian optimization: Snoek 2015. In latter, it seems that authors get a bit better results with CIFAR10 and similar results with CIFAR100, but I am not sure whether this is due to different optimization algorithm used or due to specific ranges of hyperparameters / architectures etc.
I think it would be pretty interesting to see such a comparison. What do you think?