Hi, I'm one of the founders of SigOpt (YC W15). This is part 1 of a 3 part series we'll be doing on uncertainty in modeling and optimization. Let me know if you have any questions about this post or SigOpt in general. Mislav was recently a Research Engineering Intern with us and wrote this post with our research team lead, Michael Mccourt. If you're a student looking for internships please check out our careers page [1]. Our platform is also free for academics [2]. You can find more of our research (including NIPS, ICML, AISTATS, etc papers) here [3].
[1]: https://sigopt.com/careers
[2]: https://sigopt.com/edu
[3]: https://sigopt.com/research