[Reliable_computing] Gaussian Processes with imprecise input

Ken Jackson krj at cs.toronto.edu
Wed Jul 17 09:37:28 CDT 2019

Hi David.

Interval machine learning for uncertainty modeling sounds like a very
interesting research topic. Although I've worked on interval methods and
done a (very) little on using neural networks in finance, I've never
worked on "Gaussian Processes with interval-valued input".  However, if
you would like to look at some of my papers, you can find them at


You can find these papers and others from our numerical computing group at


Good luck with your research,
Ken Jackson

> Dear all,
> I am a Ph.D. student at Georgia Tech working on interval machine learning
> for uncertainty modeling. At the moment I'm looking for literature on
> Gaussian Processes with interval-valued input. Could you please kindly
> forward me any recent or seminal papers on this subject?
> Your input is greatly appreciated.
> Thank you,
> David Betancourt
> PhD student, CSE
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