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Researcher
Jasper De Bock
- Keywords:Probability theory, Imprecise probabilities, Uncertainty modelling
- Disciplines:Probability theory, Knowledge representation and reasoning
Affiliations
- Department of Electronics and information systems (Department)
Member
From1 Jun 2015 → Today - Department of Electromechanical, Systems and Metal Engineering (Department)
Member
From2 Sep 2011 → 31 May 2015
Projects
1 - 9 of 9
- Special Research Fund Professorship in Modeling, reasoning and decision making under uncertaintyFrom1 Jan 2023 → TodayFunding: BOF - ZAP BOF mandates
- Imprecise random sequences and their statistical estimationFrom1 Nov 2020 → TodayFunding: FWO fellowships
- Imprecise random sequences and their statistical estimation.From1 Oct 2019 → 31 Oct 2020Funding: BOF - doctoral mandates
- Efficient inference in large-scale queueing models using imprecise continuous-time Markov chainsFrom1 Jan 2019 → 31 Dec 2022Funding: FWO research project (including WEAVE projects)
- Rational decision making under uncertainty: a new paradigm based on choice functions.From1 Jan 2019 → TodayFunding: BOF - projects
- tenure track appointment in modeling, reasoning and decision under uncertaintyFrom1 Oct 2017 → 30 Sep 2022Funding: BOF - tenure track
- Imprecise continuous-time Markov chainsFrom1 Mar 2017 → 31 Aug 2021Funding: BOF - Other initiatives
- Developing the next generation of robust Bayesian networks: theory and efficient inference algorithms for mixed credal networksFrom1 Oct 2015 → 30 Sep 2017Funding: FWO fellowships
- Algorithms for reasoning in credal treesFrom1 Oct 2011 → 30 Sep 2015Funding: BOF - Other initiatives, FWO fellowships
Publications
61 - 70 of 90
- A pointwise ergodic theorem for imprecise Markov Chains(2015)
Authors: Jasper De Bock, Stavros Lopatatzidis
Pages: 107 - 115 - Conditioning, updating and lower probability zero(2015)
Authors: Jasper De Bock
Pages: 1 - 36 - Predictive inference under exchangeability, and the imprecise dirichlet multinomial model(2015)Volume: 118
Authors: Jasper De Bock, Márcio Alves Diniz
Pages: 13 - 33 - Calculating bounds on expected return and first passage times in finite-state imprecise birth-death chains(2015)
Authors: Stavros Lopatatzidis, Jasper De Bock
Pages: 177 - 186 - Optimal control of linear systems with quadratic cost and imprecise forward irrelevant input noise(2015)
Authors: Alexander Erreygers, Jasper De Bock, Gert De Cooman, Arthur Van Camp, Thomas Augustin, Serena Doria, Enrique Miranda, Erik Quaeghebeur
Pages: 341 - 341 - Credal networks under epistemic irrelevance: theory and algorithms(2015)
Authors: Jasper De Bock
- Coherent predictive inference under exchangeability with imprecise probabilities(2015)
Authors: Jasper De Bock, Márcio Alves Diniz
Pages: 1 - 95 - An efficient algorithm for estimating state sequences in imprecise hidden Markov models(2014)
Authors: Jasper De Bock
Pages: 189 - 233 - Global sensitivity analysis for MAP inference in graphical models(2014)Volume: 27
Authors: Jasper De Bock, Cassio Polpo de Campos, Alessandro Antonucci
Pages: 2690 - 2698 - Robustifying the viterbi algorithm(2014)Volume: 8754
Authors: Cedric De Boom, Jasper De Bock, Arthur Van Camp, Gert De Cooman, Linda C van der Gaag, Ad J Feelders
Pages: 160 - 175