Arthur Van Camp

I am a postdoctoral researcher at Université de Technologie de Compiègne (France) in the department Heudiasyc. My host is prof. Sébastien Destercke.

I defended my PhD on 15 January 2018. Before, I was a PhD student the Department of Electronics and Information systems at Ghent University, under the supervision of prof. Gert de Cooman and prof. Enrique Miranda.

Please scroll down to take a look at my publications, brief academic CV or contact details.


Publications

Articles in journals

  1. Alexander Erreygers, Jasper De Bock, Gert de Cooman & Arthur Van Camp. “Optimal control of a linear system subject to partially specified input noise”. International Journal of Robust and Nonlinear Control, 29(12): 3892 – 3914. Aug. 2019.
  2. Arthur Van Camp & Gert de Cooman. “Exchangeable choice functions”. International Journal of Approximate Reasoning, 100: 85 – 104. Aug. 2018.
  3. Arthur Van Camp, Gert de Cooman, Enrique Miranda & Erik Quaeghebeur. “Coherent choice functions, desirability and indifference”. Fuzzy Sets and Systems, 341: 1 – 36. Jun. 2018.
  4. Arthur Van Camp, Gert de Cooman & Enrique Miranda. “Lexicographic choice functions”. International Journal of Approximate Reasoning, 92: 97 – 119. Jan. 2018.
  5. Márcio A. Diniz, Jasper De Bock & Arthur Van Camp. “Characterizing Dirichlet priors”. The American Statistician, 70(1): 9 – 17. Mar. 2016.
  6. Jasper De Bock, Arthur Van Camp, Márcio A. Diniz & Gert de Cooman. “Representation theorems for partially exchangeable random variables”. Fuzzy Sets and Systems, 284: 1 – 30. Feb. 2016.

Articles in conference proceedings

  1. Arthur Van Camp & Enrique Miranda. “Irrelevant natural extension for choice functions”. Proceedings of Machine Learning Research, Volume 103 (ISIPTA 2019), Jul. 2019.

    Selected for the IJAR special issue.

  2. Arthur Van Camp, Enrique Miranda & Gert de Cooman. “Natural Extension of Choice Functions”. Communications in Computer and Information Science, Volume 854 (IPMU 2018), Jun. 2018.
  3. Arthur Van Camp & Gert de Cooman. “Exchangeable choice functions”. Proceedings of Machine Learning Research, Volume 62 (ISIPTA 2017), Jul. 2017.

    Selected for the IJAR special issue.

  4. Arthur Van Camp, Gert de Cooman, Enrique Miranda & Erik Quaeghebeur. “Modelling indifference with choice functions”. Proceedings of the Ninth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA 2015), Jul. 2015.

    Poster prize: 4th place.

  5. Cedric De Boom, Jasper De Bock, Arthur Van Camp & Gert de Cooman. “Robustifying the Viterbi algorithm”. Lecture Notes in Computer Science, Volume 8754 (PGM 2014), Sep. 2014.
  6. Arthur Van Camp & Gert de Cooman. “Modelling practical certainty and its link with classical propositional logic”. Proceedings of the Eighth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA 2013), Jul. 2013.

    Poster prize: 4th place.

  7. Gert de Cooman, Jasper De Bock & Arthur Van Camp. “Recent advances in imprecise-probabilistic graphical models”. Frontiers in Artificial Intelligence and Applications, Volume 242 (ECAI 2012), Aug. 2012.
  8. Arthur Van Camp & Gert de Cooman. “A new method for learning imprecise hidden Markov models”. Communications in Computer and Information Science, Volume 299 (IPMU 2012), Jul. 2012.

Book chapters

  1. Enrique Miranda, Arthur Van Camp & Gert de Cooman. “Choice Functions and Rejection Sets”. The Mathematics of the Uncertain. Studies in Systems, Decision and Control, Volume 142 , Springer, Cham , Mar. 2018.
  2. Arthur Van Camp, Enrique Miranda & Gert de Cooman. “Lexicographic choice functions without archimedeanicity”. Advances in Intelligent Systems and Computing, Volume 456 (Proceedings of SMPS 2016) , Springer, Cham , Jul. 2016.

PhD Dissertation

  1. Arthur Van Camp. “Choice Functions as a Tool to Model Uncertainty”. PhD Thesis at Ghent University. Supervised by Gert de Cooman and Enrique Miranda. Jan. 2018.

Work in progress (tentative titles)

  1. Arthur Van Camp & Teddy Seidenfeld. “A note on Archimedean and even convex sets of desirable gambles”.

    In preparation.

  2. Enrique Miranda & Arthur Van Camp. “Coherent choice functions without Archimedeanity”.

    Submitted to the ‘Theory and Decision Library A’ Springer Series.

  3. Arthur Van Camp, Enrique Miranda & Gert de Cooman. “Modelling epistemic irrelevance with choice functions”.

    To be submitted to the ISIPTA 2019 IJAR special issue.


Academic CV

Work experience

Post-doctoral reasercher at Université de Technologie de Compiègne. Jan. 2019 – current

Scientific staff at Ghent University. Sep. 2017 – Dec. 2017

Assisting academic staff at Ghent University. Sep. 2011 – Aug. 2017

Teaching experience

Probability and Statistics, Ghent University Feb. 2012 – Jun. 2018

Teaching assistant. Lecturer: prof. Gert de Cooman (Course specifications).

Linear Systems, Ghent University Sep. 2016 – Aug. 2017

Teaching assistant. Lecturer: prof. Gert de Cooman (Course specifications).

Statistics, University of Oviedo Mar. 2017

Guest teaching assistant for 10 hours. Lecturer: Prof. Enrique Miranda.

Linear Systems, Ghent University Sep. 2012 – Aug. 2015

Teaching assistant. Lecturer: prof. Gert de Cooman (Course specifications).

Education

Doctor of Mathematical Engineering at Ghent University. 15 Jan. 2018

MSc in Civil Engineering at Ghent University. 7 Jul. 2011

Option Construction Design, graduated with great distinction.

BSc in Civil Engineering at Ghent University. 1 Jul. 2010

Research stays abroad

Carnegie Mellon University at the Department of Philosophy. 31 May 2018 – 31 Dec. 2018
host: prof. Teddy Seidenfeld

Honorary BAEF fellow.

University of Oviedo at the Department of Statistics and OR. 1 Mar. 2017 – 30 Apr. 2017
host: prof. Enrique Miranda

I received a grant of €3700 by Banco Santander via Campus de Excelencia Internacional.

University of Oviedo at the Department of Statistics and OR. 15 Jun. 2016 – 20 Jul. 2016
host: prof. Enrique Miranda
University of Oviedo at the Department of Statistics and OR. 5 Oct. 2015 – 1 Nov. 2015
host: prof. Enrique Miranda

Services

Reviewing for journals
IJAR, Neurocomputing, IEEE Transactions on Fuzzy Systems, Synthese

I was awarded the ‘Certificate of Outstanding Contribution in Reviewing’ by IJAR in Mar. 2018.

Reviewing for conferences
IPMU 2012, ECAI 2012, ISIPTA 2013, IPMU 2014, SMPS 2016 and ISIPTA 2019
Member of the programme committee for the ISIPTA 2019 conference
Jul. 2019
Member of the teller committee for the SIPTA 2019 elections
Jun. 2019
Co-organiser of the WPMSIIP 2014 workshop
Sep. 2014

Awards

ISIPTA—IJAR young researcher award 2019
certificate

distributed at the ISIPTA 2019 conference.


Contact

Arthur Van Camp
Avenue de Landshut
F-60205 Compiègne Cedex
France
+32 498 72 83 14
arthurvancamp@gmail.be