[Reliable_computing] Gaussian Processes with imprecise input

Svetoslav Markov smarkov at bio.bas.bg
Wed Jul 17 02:52:27 CDT 2019

This paper may be of some use to you:

Markov S., Least Square Approximations under Interval Input Data, In: 
Contributions to Computer Arithmetic and Self-Validating Numerical Methods (Ed. 
C. P. Ullrich), IMACS Annals on computing and applied mathematics, vol. 7, J. 
C. Baltzer Sci. Publ., Basel, 1990,133--147.

A pdf of the paper can be downloaded from the website

Regards, S. Markov

On 16 Jul 2019 at 18:10, Betancourt, David F wrote:

From:	"Betancourt, David F" <david.betancourt at gatech.edu>
To:	"reliable_computing at lists.louisiana.edu"
	<reliable_computing at lists.louisiana.edu>
Date sent:	Tue, 16 Jul 2019 18:10:05 +0000
Subject:	[Reliable_computing] Gaussian Processes with imprecise input

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

 Prof. Svetoslav Markov, DSci, PhD, Assoc. Member,
 Dept.  "Math Modelling & Numer. Analysis",   phone: +359-2-979-2876
 Inst. of Mathematics and Informatics,         
 Bulgarian Academy of Sciences,              e-mail: smarkov at bio.bas.bg
 "Acad. G. Bonchev" st., block 8,       
 BG-1113 Sofia,  BULGARIA                      mobile (gsm): +359(0)888824567
URL: http://www.math.bas.bg/
URL:  http://www.biomath.bg/ 

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