Jasper De Bock

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 65

Top Topics

Credal Networks

Desirable Gambles

Imprecise Probabilities

Top Venues

Int. J. Approx. Reason.

Publications

Arne Decadt, Alexander Erreygers, Jasper De Bock
Extending choice assessments to choice functions: An algorithm for computing the natural extension. CoRR (2024)
Gert de Cooman, Arthur Van Camp, Jasper De Bock
The logic behind desirable sets of things, and its filter representation. Int. J. Approx. Reason. 172 (2024)
Jasper De Bock, Gert De Cooman, Cassio P. de Campos
Extended papers from the 11th International Symposium on Imprecise Probabilities: Theories and Applications. Int. J. Approx. Reason. 168 (2024)
Andrés Cano, Jasper De Bock, Enrique Miranda
The Twelfth International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA-21). Int. J. Approx. Reason. 152 (2023)
Keano De Vos, Gert de Cooman, Jasper De Bock
Indistinguishability through exchangeability in quantum mechanics? ISIPTA (2023)
Jasper De Bock
A theory of desirable things. CoRR (2023)
Jasper De Bock
A theory of desirable things. ISIPTA (2023)
Gert de Cooman, Arthur Van Camp, Jasper De Bock
The logic behind desirable sets of things, and its filter representation. CoRR (2023)
Yema Paul, Alexander Erreygers, Jasper De Bock
Expected time averages in Markovian imprecise jump processes: a graph-theoretic characterisation of weak ergodicity. ISIPTA (2023)
Gert de Cooman, Arthur Van Camp, Jasper De Bock
Desirable sets of things and their logic. ISIPTA (2023)
Alexander Erreygers, Jasper De Bock
Markovian imprecise jump processes: Extension to measurable variables, convergence theorems and algorithms. Int. J. Approx. Reason. 147 (2022)
Floris Persiau, Jasper De Bock, Gert de Cooman
On the (dis)similarities between stationary imprecise and non-stationary precise uncertainty models in algorithmic randomness. Int. J. Approx. Reason. 151 (2022)
Gert de Cooman, Jasper De Bock
Randomness is inherently imprecise. Int. J. Approx. Reason. 141 (2022)
Arne Decadt, Alexander Erreygers, Jasper De Bock, Gert de Cooman
Decision-making with E-admissibility given a finite assessment of choices. CoRR (2022)
Floris Persiau, Jasper De Bock, Gert de Cooman
The Smallest Probability Interval a Sequence Is Random for: A Study for Six Types of Randomness. ECSQARU (2021)
Jasper De Bock, Gert de Cooman
On a notion of independence proposed by Teddy Seidenfeld. CoRR (2021)
Floris Persiau, Jasper De Bock, Gert de Cooman
A Remarkable Equivalence between Non-Stationary Precise and Stationary Imprecise Uncertainty Models in Computable Randomness. ISIPTA (2021)
Natan T'Joens, Jasper De Bock
Average behaviour in discrete-time imprecise Markov chains: A study of weak ergodicity. Int. J. Approx. Reason. 132 (2021)
Jasper De Bock, Natan T'Joens
Average Behaviour of Imprecise Markov Chains: A Single Pointwise Ergodic Theorem for Six Different Models. ISIPTA (2021)
Natan T'Joens, Jasper De Bock
Global Upper Expectations for Discrete-Time Stochastic Processes: In Practice, They Are All The Same! ISIPTA (2021)
Alexander Erreygers, Jasper De Bock
Extending the Domain of Imprecise Jump Processes from Simple Variables to Measurable Ones. ISIPTA (2021)
Natan T'Joens, Jasper De Bock, Gert de Cooman
A particular upper expectation as global belief model for discrete-time finite-state uncertain processes. Int. J. Approx. Reason. 131 (2021)
Jasper De Bock, Alexander Erreygers, Thomas Krak
Sum-product laws and efficient algorithms for imprecise Markov chains. UAI (2021)
Gert de Cooman, Jasper De Bock
Randomness and Imprecision: A Discussion of Recent Results. ISIPTA (2021)
Meizhu Li, Shaoguang Huang, Jasper De Bock, Gert de Cooman, Aleksandra Pizurica
A Robust Dynamic Classifier Selection Approach for Hyperspectral Images with Imprecise Label Information. Sensors 20 (18) (2020)
Natan T'Joens, Jasper De Bock
Limit Behaviour of Upper and Lower Expected Time Averages in Discrete-Time Imprecise Markov Chains. IPMU (2) (2020)
Arne Decadt, Jasper De Bock, Gert de Cooman
Inference with Choice Functions Made Practical. SUM (2020)
Arne Decadt, Jasper De Bock, Gert de Cooman
Inference with Choice Functions Made Practical. CoRR (2020)
Jasper De Bock
Archimedean Choice Functions - An Axiomatic Foundation for Imprecise Decision Making. IPMU (2) (2020)
Jasper De Bock
Archimedean Choice Functions: an Axiomatic Foundation for Imprecise Decision Making. CoRR (2020)
Floris Persiau, Jasper De Bock, Gert de Cooman
Computable Randomness Is About More Than Probabilities. SUM (2020)
Jasper De Bock
Choice functions based on sets of strict partial orders: an axiomatic characterisation. CoRR (2020)
Natan T'Joens, Jasper De Bock, Gert de Cooman
In Search of a Global Belief Model for Discrete-Time Uncertain Processes. ISIPTA (2019)
Thomas E. Krak, Natan T'Joens, Jasper De Bock
Hitting Times and Probabilities for Imprecise Markov Chains. ISIPTA (2019)
Arne Decadt, Gert de Cooman, Jasper De Bock
Monte Carlo Estimation for Imprecise Probabilities: Basic Properties. ISIPTA (2019)
Alexander Erreygers, Jasper De Bock
First Steps Towards an Imprecise Poisson Process. ISIPTA (2019)
Alexander Erreygers, Jasper De Bock
Bounding inferences for large-scale continuous-time Markov chains: A new approach based on lumping and imprecise Markov chains. Int. J. Approx. Reason. 115 (2019)
Jasper De Bock, Gert de Cooman
Interpreting, Axiomatising and Representing Coherent Choice Functions in Terms of Desirability. ISIPTA (2019)
Jasper De Bock
Independent natural extension for infinite spaces. Int. J. Approx. Reason. 104 (2019)
Jasper De Bock, Gert de Cooman
An alternative approach to coherent choice functions. CoRR (2019)
Natan T'Joens, Thomas E. Krak, Jasper De Bock, Gert de Cooman
A Recursive Algorithm for Computing Inferences in Imprecise Markov Chains. ECSQARU (2019)
Thomas E. Krak, Alexander Erreygers, Jasper De Bock
An Imprecise Probabilistic Estimator for the Transition Rate Matrix of a Continuous-Time Markov Chain. SMPS (2018)
Natan T'Joens, Gert de Cooman, Jasper De Bock
Continuity of the Shafer-Vovk-Ville Operator. SMPS (2018)
Meizhu Li, Jasper De Bock, Gert de Cooman
Dynamic Classifier Selection Based on Imprecise Probabilities: A Case Study for the Naive Bayes Classifier. SMPS (2018)
Alexander Erreygers, Cristina Rottondi, Giacomo Verticale, Jasper De Bock
Imprecise Markov Models for Scalable and Robust Performance Evaluation of Flexi-Grid Spectrum Allocation Policies. IEEE Trans. Commun. 66 (11) (2018)
Thomas E. Krak, Alexander Erreygers, Jasper De Bock
An Imprecise Probabilistic Estimator for the Transition Rate Matrix of a Continuous-Time Markov Chain. CoRR (2018)
Jasper De Bock, Gert de Cooman
A Desirability-Based Axiomatisation for Coherent Choice Functions. SMPS (2018)
Alexander Erreygers, Cristina Rottondi, Giacomo Verticale, Jasper De Bock
Imprecise Markov Models for Scalable and Robust Performance Evaluation of Flexi-Grid Spectrum Allocation Policies. CoRR (2018)
Jasper De Bock, Gert de Cooman
A Desirability-Based Axiomatisation for Coherent Choice Functions. CoRR (2018)
Alexander Erreygers, Jasper De Bock
Computing Inferences for Large-Scale Continuous-Time Markov Chains by Combining Lumping with Imprecision. SMPS (2018)
Jasper De Bock
Independent Natural Extension for Infinite Spaces: Williams-Coherence to the Rescue. ISIPTA (2017)
Gert de Cooman, Jasper De Bock, Márcio Alves Diniz
Coherent Predictive Inference under Exchangeability with Imprecise Probabilities (Extended Abstract). IJCAI (2017)
Alexander Erreygers, Jasper De Bock
Imprecise Continuous-Time Markov Chains: Efficient Computational Methods with Guaranteed Error Bounds. ISIPTA (2017)
Gert de Cooman, Jasper De Bock
Computable Randomness is Inherently Imprecise. ISIPTA (2017)
Jasper De Bock
Credal Networks under Epistemic Irrelevance. CoRR (2017)
Thomas E. Krak, Jasper De Bock, Arno Siebes
Imprecise continuous-time Markov chains. Int. J. Approx. Reason. 88 (2017)
Jasper De Bock
Credal networks under epistemic irrelevance. Int. J. Approx. Reason. 85 (2017)
Thomas E. Krak, Jasper De Bock, Arno Siebes
Efficient Computation of Updated Lower Expectations for Imprecise Continuous-Time Hidden Markov Chains. ISIPTA (2017)
Stavros Lopatatzidis, Jasper De Bock, Gert de Cooman
Computing lower and upper expected first-passage and return times in imprecise birth-death chains. Int. J. Approx. Reason. 80 (2017)
Jasper De Bock
The Limit Behaviour of Imprecise Continuous-Time Markov Chains. J. Nonlinear Sci. 27 (1) (2017)
Janneke H. Bolt, Jasper De Bock, Silja Renooij
Exploiting Bayesian Network Sensitivity Functions for Inference in Credal Networks. ECAI (2016)
Jasper De Bock, Arthur Van Camp, Márcio Alves Diniz, Gert de Cooman
Representation theorems for partially exchangeable random variables. Fuzzy Sets Syst. 284 (2016)
Gert de Cooman, Jasper De Bock, Stavros Lopatatzidis
Imprecise stochastic processes in discrete time: global models, imprecise Markov chains, and ergodic theorems. Int. J. Approx. Reason. 76 (2016)
Jasper De Bock
Reintroducing Credal Networks under Epistemic Irrelevance. Probabilistic Graphical Models (2016)
Stavros Lopatatzidis, Jasper De Bock, Gert de Cooman, Stijn De Vuyst, Joris Walraevens
Robust queueing theory: an initial study using imprecise probabilities. Queueing Syst. Theory Appl. 82 (1-2) (2016)
Jasper De Bock, Gert de Cooman
Conditioning, updating and lower probability zero. Int. J. Approx. Reason. 67 (2015)
Gert De Cooman, Jasper De Bock, Márcio Alves Diniz
Coherent Predictive Inference under Exchangeability with Imprecise Probabilities. J. Artif. Intell. Res. 52 (2015)
Jasper De Bock, Gert de Cooman
Credal networks under epistemic irrelevance: The sets of desirable gambles approach. Int. J. Approx. Reason. 56 (2015)
Jasper De Bock, Gert de Cooman
An Efficient Algorithm for Estimating State Sequences in Imprecise Hidden Markov Models. J. Artif. Intell. Res. 50 (2014)
Cedric De Boom, Jasper De Bock, Arthur Van Camp, Gert de Cooman
Robustifying the Viterbi Algorithm. Probabilistic Graphical Models (2014)
Jasper De Bock, Cassio P. de Campos, Alessandro Antonucci
Global Sensitivity Analysis for MAP Inference in Graphical Models. NIPS (2014)
Jasper De Bock, Gert de Cooman
Extreme Lower Previsions and Minkowski Indecomposability. ECSQARU (2013)
Jasper De Bock, Gert de Cooman
An efficient algorithm for estimating state sequences in imprecise hidden Markov models CoRR (2012)
Jasper De Bock, Gert de Cooman
Imprecise Bernoulli Processes. IPMU (3) (2012)
Gert de Cooman, Jasper De Bock, Arthur Van Camp
Recent advances in imprecise-probabilistic graphical models. ECAI (2012)
Jasper De Bock, Gert de Cooman
Credal nets under epistemic irrelevance CoRR (2012)