Arthur Van Camp

Welcome to my web page!

I am an assistant professor at the Eindhoven University of Technology in the Uncertainty in Artificial Intelligence Group.

In 2020 – 2023 I was a research associate at the University of Bristol in the Department of Philosophy under the guidance of prof. Jason Konek, and in 2019 – 2020 a postdoctoral researcher at Université de Technologie de Compiègne in the department Heudiasyc under the guidance of prof. Sébastien Destercke. I have been a visitor in 2018 at Carnegie Mellon University in the Department of Philosophy under the guidance of prof. Teddy Seidenfeld.

From September 2011 until January 2018 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. I obtained my PhD on 15 January 2018.

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

Publications

Articles in journals

1. Gert de Cooman, Arthur Van Camp & Jasper De Bock. “The logic behind desirable sets of things, and its filter representation”. International Journal of Approximate Reasoning, 172: tbd – tbd. Sept 2024.
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   • doi: 10.1016/j.ijar.2024.109241
2. Loïc Adam, Arthur Van Camp, Sébastien Destercke & Benjamin Quost. “Inferring from an imprecise Plackett–Luce model: Application to label ranking”. Fuzzy Sets and Systems, 482: tbd – tbd. Apr 2024.
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   • doi: 10.1016/j.fss.2024.108908
3. Arthur Van Camp, Kevin Blackwell & Jason Konek. “Independent natural extension for choice functions”. International Journal of Approximate Reasoning, 152: 390 – 413. Jan 2023.

   Invited paper for the ISIPTA 2021 special issue.

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   • doi: 10.1016/j.ijar.2022.11.003
4. Arthur Van Camp & Teddy Seidenfeld. “Exposing some points of interest about non-exposed points of desirability”. International Journal of Approximate Reasoning, 144: 129 – 159. Jan 2022.
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   • doi: 10.1016/j.ijar.2022.02.003
5. Arthur Van Camp & Enrique Miranda. “Modelling epistemic irrelevance with choice functions”. International Journal of Approximate Reasoning, 125: 49 – 72. Oct 2020.

   Invited paper for the ISIPTA 2019 special issue.

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   • doi: 10.1016/j.ijar.2020.06.010
   • hdl: 1854/LU-8670839
6. 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. May 2019.
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   • doi: 10.1002/rnc.4583
   • hdl: 1854/LU-8618849
7. Arthur Van Camp & Gert de Cooman. “Exchangeable choice functions”. International Journal of Approximate Reasoning, 100: 85 – 104. Sept 2018.

   Invited paper for the ISIPTA 2017 special issue.

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   • doi: 10.1016/j.ijar.2018.05.006
   • hdl: 1854/LU-8570416
8. Arthur Van Camp, Gert de Cooman, Enrique Miranda & Erik Quaeghebeur. “Coherent choice functions, desirability and indifference”. Fuzzy Sets and Systems, 341: 1 – 36. June 2018.
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   • doi: 10.1016/j.fss.2017.05.019
   • hdl: 1854/LU-8522988
9. Arthur Van Camp, Gert de Cooman & Enrique Miranda. “Lexicographic choice functions”. International Journal of Approximate Reasoning, 92: 97 – 119. Jan 2018.
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   • doi: 10.1016/j.ijar.2017.10.011
   • hdl: 1854/LU-8552728
10. Márcio A. Diniz, Jasper De Bock & Arthur Van Camp. “Characterizing Dirichlet priors”. The American Statistician, 70(1): 9 – 17. Mar 2016.
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    • doi: 10.1080/00031305.2015.1100137
    • hdl: 1854/LU-7189655
11. 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.
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    • doi: 10.1016/j.fss.2014.10.027
    • hdl: 1854/LU-7156640

Articles in conference proceedings

1. Gert de Cooman, Arthur Van Camp & Jasper De Bock. “Desirable Sets of Things and Their Logic”. Proceedings of Machine Learning Research, Volume 215 (ISIPTA 2023), July 2023.
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2. Enrique Miranda & Arthur Van Camp. “A Study of Jeffrey’s Rule With Imprecise Probability Models”. Proceedings of Machine Learning Research, Volume 215 (ISIPTA 2023), July 2023.
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3. Arthur Van Camp, Kevin Blackwell & Jason Konek. “Independent Natural Extension for Choice Functions”. Proceedings of Machine Learning Research, Volume 147 (ISIPTA 2021), July 2021.

   Selected for the IJAR special issue.

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4. Loïc Adam, Arthur Van Camp, Sébastien Destercke & Benjamin Quost. “Inférer à partir d’un modèle de Plackett-Luce imprécis : application au rangement d’étiquettes”. 29èmes Rencontres francophones sur la logique floue et ses applications (LFA 2020), Oct 2020.
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5. Loïc Adam, Arthur Van Camp, Sébastien Destercke & Benjamin Quost. “Inferring from an imprecise Plackett–Luce model: application to label ranking”. Lecture Notes in Computer Science, Volume 12322 (SUM 2020: Scalable Uncertainty Management) (SUM 2020), Sept 2020.
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   • doi: 10.1007/978-3-030-58449-8_7
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6. Arthur Van Camp & Enrique Miranda. “Irrelevant natural extension for choice functions”. Proceedings of Machine Learning Research, Volume 103 (ISIPTA 2019), July 2019.

   Selected for the IJAR special issue.

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   • hdl: 1854/LU-8623856
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7. Arthur Van Camp, Enrique Miranda & Gert de Cooman. “Natural extension of choice functions”. Communications in Computer and Information Science, Volume 854 (IPMU 2018), June 2018.
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   • doi: 10.1007/978-3-319-91476-3_17
   • hdl: 1854/LU-8570710
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8. Arthur Van Camp & Gert de Cooman. “Exchangeable choice functions”. Proceedings of Machine Learning Research, Volume 62 (ISIPTA 2017), July 2017.

   Selected for the IJAR special issue.

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   • hdl: 1854/LU-8522979
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9. 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), July 2015.

   Poster prize: 4th place.

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   • hdl: 1854/LU-6973215
10. 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), Sept 2014.
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    • doi: 10.1007/978-3-319-11433-0_11
    • hdl: 1854/LU-5743565
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11. 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), July 2013.

    Poster prize: 4th place.

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    • hdl: 1854/LU-4100197
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12. 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.
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    • doi: 10.3233/978-1-61499-098-7-27
    • hdl: 1854/LU-2968524
13. 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), July 2012.
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    • doi: 10.1007/978-3-642-31718-7_48
    • hdl: 1854/LU-2986592
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Book chapters

1. Enrique Miranda & Arthur Van Camp. “Coherent choice functions without Archimedeanity”. Reflections on the Foundations of Probability and Statistics. Essays in Honor of Teddy Seidenfeld, Springer (Theory and Decision Library A), Cham, Jan 2023.
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   • doi: 10.1007/978-3-031-15436-2_12
2. 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.
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   • doi: 10.1007/978-3-319-73848-2_29
   • hdl: 1854/LU-8570498
3. 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, July 2016.
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   • doi: 10.1007/978-3-319-42972-4_59
   • hdl: 1854/LU-8079477

PhD dissertation

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.
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• hdl: 1854/LU-8546928

Work in progress (tentative titles)

1. Enrique Miranda & Arthur Van Camp. A study of Jeffrey’s Rule with imprecise probability models.
2. Gert de Cooman, Arthur Van Camp & Jasper De Bock. The logic behind desirable sets of things, and its filter representation.

   arXiv:2302.08176.

Academic CV

Work experience

Teaching experience