How do you improve reliability when working with Deep Learning?

[jess_342e]

I have a question about Deep Learning that may be useful for other people working with it too.

I am particularly interested in reliability and creative uses. I would like to compare approaches that people have actually used rather than just theoretical suggestions.

Which approach would you recommend and why?