Erik Quaeghebeur's website

Contact info

I work at the SYSTeMS research group of Ghent University (UGent) in Belgium.

Address (map)
Universiteit Gent
Onderzoeksgroep SYSTeMS
Technologiepark-Zwijnaarde 914
9052 Zwijnaarde (Gent)
Belgium
Room
2.13 (2nd floor)
Telephone
+32-9-264-5655
Telefax
+32-9-264-5840
E-mail (disclaimer)
Erik.Quaeghebeur@UGent.be
Homepage
http://users.UGent.be/~equaeghe/
Last modified: 07 January 2012.
Creative Commons License

Brief CV

Picture of Erik Quaeghebeur
Current
'10–'1?
BOF Research Postdoc at SYSTeMS
'11–'12
SIPTA Summer School co-organizer
Past
'09–'11
SIPTA Secretary
'09–'10
Postdoctoral BAEF Francqui Fellow at the Department of Philosophy of CMU, Pittsburgh, USA (host: Teddy Seidenfeld)
'09
Postdoc for the IWT ‘FFEM’ SBO project at FUM, UGent
'02–'08
Predoc at SYSTeMS, as a BOF Bursary, IWT Bursary, and Research & Teaching Assistant
Prizes
28 Jul '11
ISIPTA '11 Poster Prize (3rd place)
18 Jul '09
ISIPTA '09 Poster Prize (runner-up)
18 Jul '09
IJAR Gold Young Researcher Award
Education
'02–'09
Doctorate in Applied Mathematics from UGent (supervisor: Gert de Cooman)
'01–'02
DEA in Applied Mathematics from UCL, Belgium
'95–'01
Physics Engineering Degree from UGent
'99–'00
Erasmus study visit of UJF, Grenoble, France

Activities

Research: modeling uncertainty with …
  • Sets of desirable gambles and related models
    • Foundations and basic theory …
    • … for structural assessments (exchangeability, independence)
    • … in graphical models
  • Coherent lower previsions
    • Characterizing the set of …
    • … in optimization problems
    • … in imprecise Markov chains
    • … for statistical inference
Service
Education
  • Topics: research-related, linear systems, probability & statistics, systems & signals, modeling & simulation
  • Aspects: tutorials, exercises, exams, projects, theses
Collaborators
Dirk Aeyels, Alessandro Antonucci, Thomas Augustin, René Boel, Frank Coolen, Jasper De Bock, Sébastien Destercke, Gert de Cooman, Filip Hermans, Nathan Huntley, Etienne Kerre, Nicolae Emanuel Marinica, Enrique Miranda, Rolando Quiñones, Jonathan Rogge, Teddy Seidenfeld, Keivan Shariatmadar, Matthias Troffaes, Arthur Van Camp, Gero Walter, Marco Zaffalon, …

Output

All my publications as a UGent-(co-)author are archived in a more permanent and stable way in our university's institutional archive. You can directly access my page there or use the individual ‘handles’ provided below.

To link to my publications, please use my archive page or these handles; do not link to this page. When citing publications with a doi, also add the handle. These allow everybody to have easy access.

In the list below, I have abbreviated the name of Gert de Cooman (GdC) and myself (EQ). The entries are color-coded: publication, publication with presentation, presentation with (extended) abstract, and other.

In progress
EQ. murasyp: Python software for accept/reject statement-based uncertainty modeling. Documentation: html Code: github
In press
GdC & EQ. Exchangeability and sets of desirable gambles. IJAR. doi arXiv
24 Nov '11
EQ. Sets of desirable gambles and their connection to probabilisticly-flavored models for uncertainty. Informal presentation at the Decision Support Systems group of Utrecht University. Abstract: .txt Slides: .pdf
4 Nov '11
EQ. Completely monotone outer approximations of lower probabilities on finite possibility spaces. SYSTeMS Dialogue (cf. NLMUA 2011). Abstract: .txt Slides: .pdf
1 Nov '11
EQ. Finitary characterizations of sets of lower previsions. GEOMIP-11. hdl Abstract: .txt Slides: .pdf
7 Sep '11
EQ. Completely monotone outer approximations of lower probabilities on finite possibility spaces. NLMUA 2011: 169–178. doi hdl Paper: .pdf Slides: .pdf
28 Jul '11
A. Van Camp, GdC, J. De Bock, EQ & F. Hermans. Learning Imprecise Hidden Markov Models. ISIPTA '11 Program & Abstracts: 34. hdl Abstract: .pdf Poster: .pdf
26 Jul '11
EQ, GdC & F. Hermans. Generalizing nonstrict and strict preference desirability. ISIPTA '11 Program & Abstracts: 29. hdl Abstract: .pdf Slides: .pdf Poster: .pdf
25 Jul '11
K. Shariatmadar, EQ & GdC. Linear programming under vacuous and possibilistic uncertainty. ISIPTA '11 Program & Abstracts: 31. hdl Abstract: .pdf Poster: .pdf
28 Oct '10
EQ. Characterizing the set of coherent lower previsions with a finite number of constraints or vertices , DYSCO Study Day. hdl Abstract: .txt Poster: .pdf
31 May '10
K. Shariatmadar, EQ & GdC. Dealing with uncertain constraints in optimisation using decision theory, DYSCO Study Day. hdl Abstract: .txt Poster: .pdf
22 Sep '10
K. Shariatmadar, R. Andrei, GdC, P. Baekeland, EQ & E. Kerre. Optimisation under uncertainty applied to a bridge collision problem. USD 2010. hdl Paper: .pdf
1 Sep '10
EQ. Inference & Desirability. 4th SIPTA Summer School. Slides: .pdf Handouts: .pdf Exercise solutions: .pdf
3 Aug '10
EQ, K. Shariatmadar & GdC. A constrained optimization problem under uncertainty. FLINS 2010: 791–796. hdl Paper: .pdf
10 Jul '10
EQ. Characterizing the set of coherent lower previsions with a finite number of constraints or vertices. UAI 2010: 466–473. .bib hdl Paper: .pdf Poster: .pdf
28 Jun '10
GdC & EQ. Infinite exchangeability for sets of desirable gambles. IPMU 2010: 60–69. .bib doi hdl Paper: .pdf
17 Apr '10
J. Helzner, H. Arlo-Costa, G. Wheeler, T. Seidenfeld & EQ. Organization of SIPTA Workshop on Uncertainty, Columbia University. Program: .pdf
3 Mar '10
EQ. A constrained optimization problem under uncertainty. CMU Games & Decisions Meeting. Abstract: .txt Slides: .pdf
Oct '09
GdC, F. Hermans & EQ. Imprecise Markov chains and their limit behaviour. PEIS 23(4): 597–635. doi hdl Paper: .pdf arXiv
2 Sep '09
EQ. FE design optimization under uncertainty as a constrained optimization problem under uncertainty. SBO FFEM User Meeting. Slides: .pdf
Aug '09
GdC, EQ & E. Miranda. Exchangeable lower previsions. Bernoulli 15(3): 721–735. doi hdl arXiv arXiv (extended version) Paper: .pdf
17 Jul '09
K. Shariatmadar, EQ & GdC. A constrained optimization problem under uncertainty. ISIPTA '09 Program & Abstracts: 34. hdl Abstract: .pdf Poster: .pdf
14 Jul '09
EQ. Desirability: A slightly different view of the basis of the theory of imprecise probabilities. Tutorial at ISIPTA '09. Slides: .pdf
14 Jul '09
GdC & EQ. Exchangeability for sets of desirable gambles. ISIPTA '09: 159–168. .bib hdl Paper: .pdf Poster: .pdf Slides: .pdf
28 May '09
GdC, F. Hermans & EQ. Belief propagation in imprecise Markov trees. DYSCO Study Day. hdl Abstract: .txt Poster: .pdf
Feb '09
GdC, E. Miranda & EQ. Representation insensitivity in immediate prediction under exchangeability. IJAR 50(2): 204–216. doi hdl Paper: .pdf
Feb '09
EQ & GdC. Learning in games using the Imprecise Dirichlet Model. IJAR 50(2): 243–256. doi hdl Paper: .pdf
23 Jan '09
EQ. Learning from samples using coherent lower previsions. PhD thesis, UGent (supervisor: Gert de Cooman). hdl Book: .pdf
19 Dec '08
EQ & GdC. Organization of WAET Workshop, UGent. Program: .pdf
19 Dec '08
EQ. The desirability of desirability. WAET Workshop. Abstract: .txt Slides: .pdf
10 Sep '08
EQ. Lower & upper covariance. SMPS 2008: 323–330. .bib doi hdl Paper: .pdf Slides: .pdf
16 Aug '08
EQ & GdC. Extreme lower probabilities. FSS 159(16): 2163–2175. doi hdl Paper: .pdf
Jul '08
E. Miranda, GdC & EQ. The Moment Problem for Finitely Additive Probabilities. Chapter 3 of Uncertainity and Intelligent Information Systems: 33–45, World Scientific. hdl Paper: .pdf
10 Jul '08
GdC, F. Hermans & EQ. Sensitivity analysis for finite Markov chains in discrete time. UAI 2008: 129–136. .bib hdl Paper: .pdf Poster: .pdf
Apr '08
E. Miranda, GdC & EQ. Finitely additive extensions of distribution functions and moment sequences: The coherent lower prevision approach. IJAR 48(1): 132–155. doi hdl Paper: .pdf Erratum: .pdf
22 Nov '07
GdC, F. Hermans & EQ. Limit behavior of imprecise Markov chains. DYSCO Workshop. hdl Abstract: .txt Poster: .pdf
Sep '07
E. Miranda, GdC & EQ. The Hausdorff moment problem under finite additivity. JTP 20(3): 663–693. .bib doi hdl Paper: .pdf
26 Aug '07
GdC, EQ & E. Miranda. Representing and assessing exchangeable lower previsions. ISI 56th Session: 01556. .bib hdl Paper: .pdf
19 Jul '07
GdC, E. Miranda & EQ. Immediate prediction under exchangeability and representation insensitivity. ISIPTA '07: 107–116. .bib hdl Paper: .pdf Poster: .pdf
16 Apr '07
GdC, F. Hermans & EQ. Propagating imprecise probabilities through event trees, DYSCO Kickoff Meeting. hdl Abstract: .txt Poster: .pdf
6 Sep '06
EQ & GdC. Extreme lower probabilities. SMPS 2006: 211–221. .bib doi hdl Paper: .pdf Proceedings version errata: .txt
3 Jul '06
E. Miranda, GdC & EQ. The moment problem for finitely additive probabilities. IPMU 2006: 89–96. .bib hdl Paper: .pdf
19 Jun '06
EQ. Taking lower probabilities to their extreme. SYSTeMS Dialogue. Abstract: .txt Slides: .pdf
2 Jun '06
EQ. Imprecise probability models for inference in exponential families. Seminar at the Department of Mathematics, Durham University. Slides: .pdf
30 Nov '05
EQ, GdC & D. Aeyels. Building classifiers that cope with small training sets. 6th FirW PhD Symposium: 020. .bib hdl Abstract: .pdf Poster: .pdf
21 Jul '05
EQ & GdC. Imprecise probability models for inference in exponential families. ISIPTA '05: 287–296. .bib hdl Paper: .pdf Pre-30 Apr '08-version errata: .txt Poster: .pdf
14 Jul '05
EQ. Imprecise probability models for inference in exponential families. SYSTeMS Dialogue. Slides: .pdf
31 Mar '04
EQ. Weak law for Markov model estimation using the IDM. Technical report. hdl Paper: .pdf
19 Mar '04
EQ & GdC. Command line completion: an illustration of learning and decision making using the imprecise Dirichlet model. 23rd Benelux Meeting on Systems and Control: 113. .bib hdl Abstract: .pdf Slides: .pdf
19 Feb '04
EQ. Command line completion: an illustration of learning and decision making using the imprecise Dirichlet model. SYSTeMS Dialogue. Abstract: .txt Slides: .pdf
3 Dec '03
EQ & GdC. Command line completion: an illustration of learning and decision making using the imprecise Dirichlet model. 4th FTW PhD Symposium: 065. .bib hdl Abstract: .pdf Poster: .pdf
27 Oct '03
EQ. Fictitious play: two viewpoints and two versions. Iterated games and cooperation: 28–29. .bib hdl Abstract: .pdf
15 Jul '03
EQ & GdC. Game-theoretic learning using the imprecise Dirichlet model. ISIPTA '03: 452–466. .bib hdl Paper: .pdf Poster: .pdf
26 Nov '02
EQ. Learning in Markov models using the imprecise Dirichlet model. IAP Study Day. hdl Abstract: .txt Poster: .pdf
12 Jun '02
EQ. Analyse et prédiction de débit de rivières par des méthodes non linéaires. Master's thesis, UCL (supervisor: Vincent Wertz). .bib Thesis: .pdf Hyperlinked thesis: .pdf
30 May '01
EQ. Speltheoretisch leren met imprecieze waarschijnlijkheden: dynamische aspecten. Master's thesis, UGent (supervisor: GdC). .bib hdl Thesis: .pdf Hyperlinked thesis: ;.pdf