Improve documentation around citing H2O in publications

Description

Let's add a "How to cite" section to H2O AutoML since it's being cited often. Also improve exiting "how to cite H2O" documentation here: http://docs.h2o.ai/h2o/latest-stable/h2o-docs/faq/general.html#i-am-writing-an-academic-research-paper-and-i-would-like-to-cite-h2o-in-my-bibliography-how-should-i-do-that

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Erin LeDell

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Erin LeDell

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