Jasper De Bock

89 papers A* 1A 3C 3Journal 47Unranked 33

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A comparative study of the smallest probability intervals for which a binary sequence is random. J. Comput. Syst. Sci. Floris Persiau, Gert de Cooman, Jasper De Bock
2026	J	`jnl`	Conservative decision-making with sets of probabilities: How to infer new choices from previous ones. Fuzzy Sets Syst. Arne Decadt, Alexander Erreygers, Jasper De Bock
2026	J	`jnl`	Robustness Quantification and Uncertainty Quantification: Comparing Two Methods for Assessing the Reliability of Classifier Predictions. CoRR Adrián Detavernier, Jasper De Bock
2026	J	`jnl`	Robustness Quantification for Discriminative Models: a New Robustness Metric and its Application to Dynamic Classifier Selection. CoRR Rodrigo F. L. Lassance, Jasper De Bock
2025	—	`conf`	A convenient characterisation of convergent upper transition operators. ISIPTA Jasper De Bock, Alexander Erreygers, Floris Persiau
2025	J	`jnl`	A decision-theoretic approach to dealing with uncertainty in quantum mechanics. CoRR Keano De Vos, Gert de Cooman, Alexander Erreygers, Jasper De Bock
2025	J	`jnl`	Extending choice assessments to choice functions: An algorithm for computing the natural extension. Int. J. Approx. Reason. Arne Decadt, Alexander Erreygers, Jasper De Bock
2025	J	`jnl`	Randomness and imprecision: From supermartingales to randomness tests. Inf. Comput. Gert de Cooman, Floris Persiau, Jasper De Bock
2025	J	`jnl`	Robustness and uncertainty: two complementary aspects of the reliability of the predictions of a classifier. CoRR Adrián Detavernier, Jasper De Bock
2025	J	`jnl`	Robustness quantification and how it allows for reliable classification, even in the presence of distribution shift and for small training sets. CoRR Adrián Detavernier, Jasper De Bock
2025	—	`conf`	Robustness quantification: a new method for assessing the reliability of the predictions of a classifier. ISIPTA Adrián Detavernier, Jasper De Bock
2024	J	`jnl`	Extended papers from the 11th International Symposium on Imprecise Probabilities: Theories and Applications. Int. J. Approx. Reason. Jasper De Bock, Gert de Cooman, Cassio P. de Campos
2024	J	`jnl`	Extending choice assessments to choice functions: An algorithm for computing the natural extension. CoRR Arne Decadt, Alexander Erreygers, Jasper De Bock
2024	J	`jnl`	The logic behind desirable sets of things, and its filter representation. Int. J. Approx. Reason. Gert de Cooman, Arthur Van Camp, Jasper De Bock
2023	—	`conf`	A theory of desirable things. ISIPTA Jasper De Bock
2023	J	`jnl`	A theory of desirable things. CoRR Jasper De Bock
2023	—	`conf`	Desirable sets of things and their logic. ISIPTA Gert de Cooman, Arthur Van Camp, Jasper De Bock
2023	—	`conf`	Expected time averages in Markovian imprecise jump processes: a graph-theoretic characterisation of weak ergodicity. ISIPTA Yema Paul, Alexander Erreygers, Jasper De Bock
2023	—	`conf`	Indistinguishability through exchangeability in quantum mechanics? ISIPTA Keano De Vos, Gert de Cooman, Jasper De Bock
2023	J	`jnl`	The Twelfth International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA-21). Int. J. Approx. Reason. Andrés Cano, Jasper De Bock, Enrique Miranda
2023	J	`jnl`	The logic behind desirable sets of things, and its filter representation. CoRR Gert de Cooman, Arthur Van Camp, Jasper De Bock
2022	J	`jnl`	Decision-making with E-admissibility given a finite assessment of choices. CoRR Arne Decadt, Alexander Erreygers, Jasper De Bock, Gert de Cooman
2022	J	`jnl`	Markovian imprecise jump processes: Extension to measurable variables, convergence theorems and algorithms. Int. J. Approx. Reason. Alexander Erreygers, Jasper De Bock
2022	J	`jnl`	On the (dis)similarities between stationary imprecise and non-stationary precise uncertainty models in algorithmic randomness. Int. J. Approx. Reason. Floris Persiau, Jasper De Bock, Gert de Cooman
2022	J	`jnl`	Randomness is inherently imprecise. Int. J. Approx. Reason. Gert de Cooman, Jasper De Bock
2021	—	`conf`	A Remarkable Equivalence between Non-Stationary Precise and Stationary Imprecise Uncertainty Models in Computable Randomness. ISIPTA Floris Persiau, Jasper De Bock, Gert de Cooman
2021	J	`jnl`	A particular upper expectation as global belief model for discrete-time finite-state uncertain processes. Int. J. Approx. Reason. Natan T'Joens, Jasper De Bock, Gert de Cooman
2021	—	`conf`	Average Behaviour of Imprecise Markov Chains: A Single Pointwise Ergodic Theorem for Six Different Models. ISIPTA Jasper De Bock, Natan T'Joens
2021	J	`jnl`	Average behaviour in discrete-time imprecise Markov chains: A study of weak ergodicity. Int. J. Approx. Reason. Natan T'Joens, Jasper De Bock
2021	—	`conf`	Extending the Domain of Imprecise Jump Processes from Simple Variables to Measurable Ones. ISIPTA Alexander Erreygers, Jasper De Bock
2021	—	`conf`	Global Upper Expectations for Discrete-Time Stochastic Processes: In Practice, They Are All The Same! ISIPTA Natan T'Joens, Jasper De Bock
2021	—	`ed.`	International Symposium on Imprecise Probability: Theories and Applications, ISIPTA 2021, 6-9 July 2021, University of Granada, Granada, Spain. ISIPTA Andrés Cano, Jasper De Bock, Enrique Miranda, Serafín Moral
2021	J	`jnl`	On a notion of independence proposed by Teddy Seidenfeld. CoRR Jasper De Bock, Gert de Cooman
2021	—	`conf`	Randomness and Imprecision: A Discussion of Recent Results. ISIPTA Gert de Cooman, Jasper De Bock
2021	A	`conf`	Sum-product laws and efficient algorithms for imprecise Markov chains. UAI Jasper De Bock, Alexander Erreygers, Thomas Krak
2021	C	`conf`	The Smallest Probability Interval a Sequence Is Random for: A Study for Six Types of Randomness. ECSQARU Floris Persiau, Jasper De Bock, Gert de Cooman
2020	J	`jnl`	A Robust Dynamic Classifier Selection Approach for Hyperspectral Images with Imprecise Label Information. Sensors Meizhu Li, Shaoguang Huang, Jasper De Bock, Gert de Cooman, Aleksandra Pizurica
2020	—	`conf`	Archimedean Choice Functions - An Axiomatic Foundation for Imprecise Decision Making. IPMU (2) Jasper De Bock
2020	J	`jnl`	Archimedean Choice Functions: an Axiomatic Foundation for Imprecise Decision Making. CoRR Jasper De Bock
2020	J	`jnl`	Choice functions based on sets of strict partial orders: an axiomatic characterisation. CoRR Jasper De Bock
2020	—	`conf`	Computable Randomness Is About More Than Probabilities. SUM Floris Persiau, Jasper De Bock, Gert de Cooman
2020	—	`conf`	Inference with Choice Functions Made Practical. SUM Arne Decadt, Jasper De Bock, Gert de Cooman
2020	J	`jnl`	Inference with Choice Functions Made Practical. CoRR Arne Decadt, Jasper De Bock, Gert de Cooman
2020	—	`conf`	Limit Behaviour of Upper and Lower Expected Time Averages in Discrete-Time Imprecise Markov Chains. IPMU (2) Natan T'Joens, Jasper De Bock
2019	C	`conf`	A Recursive Algorithm for Computing Inferences in Imprecise Markov Chains. ECSQARU Natan T'Joens, Thomas E. Krak, Jasper De Bock, Gert de Cooman
2019	J	`jnl`	An alternative approach to coherent choice functions. CoRR Jasper De Bock, Gert de Cooman
2019	J	`jnl`	Bounding inferences for large-scale continuous-time Markov chains: A new approach based on lumping and imprecise Markov chains. Int. J. Approx. Reason. Alexander Erreygers, Jasper De Bock
2019	—	`conf`	First Steps Towards an Imprecise Poisson Process. ISIPTA Alexander Erreygers, Jasper De Bock
2019	—	`conf`	Hitting Times and Probabilities for Imprecise Markov Chains. ISIPTA Thomas E. Krak, Natan T'Joens, Jasper De Bock
2019	—	`conf`	In Search of a Global Belief Model for Discrete-Time Uncertain Processes. ISIPTA Natan T'Joens, Jasper De Bock, Gert de Cooman
2019	J	`jnl`	Independent natural extension for infinite spaces. Int. J. Approx. Reason. Jasper De Bock
2019	—	`ed.`	International Symposium on Imprecise Probabilities: Theories and Applications, ISIPTA 2019, 3-6 July 2019, Thagaste, Ghent, Belgium ISIPTA Jasper De Bock, Cassio P. de Campos, Gert de Cooman, Erik Quaeghebeur, Gregory R. Wheeler
2019	—	`conf`	Interpreting, Axiomatising and Representing Coherent Choice Functions in Terms of Desirability. ISIPTA Jasper De Bock, Gert de Cooman
2019	—	`conf`	Monte Carlo Estimation for Imprecise Probabilities: Basic Properties. ISIPTA Arne Decadt, Gert de Cooman, Jasper De Bock
2018	—	`conf`	A Desirability-Based Axiomatisation for Coherent Choice Functions. SMPS Jasper De Bock, Gert de Cooman
2018	J	`jnl`	A Desirability-Based Axiomatisation for Coherent Choice Functions. CoRR Jasper De Bock, Gert de Cooman
2018	—	`conf`	An Imprecise Probabilistic Estimator for the Transition Rate Matrix of a Continuous-Time Markov Chain. SMPS Thomas E. Krak, Alexander Erreygers, Jasper De Bock
2018	J	`jnl`	An Imprecise Probabilistic Estimator for the Transition Rate Matrix of a Continuous-Time Markov Chain. CoRR Thomas E. Krak, Alexander Erreygers, Jasper De Bock
2018	—	`conf`	Computing Inferences for Large-Scale Continuous-Time Markov Chains by Combining Lumping with Imprecision. SMPS Alexander Erreygers, Jasper De Bock
2018	—	`conf`	Continuity of the Shafer-Vovk-Ville Operator. SMPS Natan T'Joens, Gert de Cooman, Jasper De Bock
2018	—	`conf`	Dynamic Classifier Selection Based on Imprecise Probabilities: A Case Study for the Naive Bayes Classifier. SMPS Meizhu Li, Jasper De Bock, Gert de Cooman
2018	J	`jnl`	Imprecise Markov Models for Scalable and Robust Performance Evaluation of Flexi-Grid Spectrum Allocation Policies. CoRR Alexander Erreygers, Cristina Rottondi, Giacomo Verticale, Jasper De Bock
2018	J	`jnl`	Imprecise Markov Models for Scalable and Robust Performance Evaluation of Flexi-Grid Spectrum Allocation Policies. IEEE Trans. Commun. Alexander Erreygers, Cristina Rottondi, Giacomo Verticale, Jasper De Bock
2017	A*	`conf`	Coherent Predictive Inference under Exchangeability with Imprecise Probabilities (Extended Abstract). IJCAI Gert de Cooman, Jasper De Bock, Márcio Alves Diniz
2017	—	`conf`	Computable Randomness is Inherently Imprecise. ISIPTA Gert de Cooman, Jasper De Bock
2017	J	`jnl`	Computing lower and upper expected first-passage and return times in imprecise birth-death chains. Int. J. Approx. Reason. Stavros Lopatatzidis, Jasper De Bock, Gert de Cooman
2017	J	`jnl`	Credal Networks under Epistemic Irrelevance. CoRR Jasper De Bock
2017	J	`jnl`	Credal networks under epistemic irrelevance. Int. J. Approx. Reason. Jasper De Bock
2017	—	`conf`	Efficient Computation of Updated Lower Expectations for Imprecise Continuous-Time Hidden Markov Chains. ISIPTA Thomas E. Krak, Jasper De Bock, Arno Siebes
2017	—	`conf`	Imprecise Continuous-Time Markov Chains: Efficient Computational Methods with Guaranteed Error Bounds. ISIPTA Alexander Erreygers, Jasper De Bock
2017	J	`jnl`	Imprecise continuous-time Markov chains. Int. J. Approx. Reason. Thomas E. Krak, Jasper De Bock, Arno Siebes
2017	—	`conf`	Independent Natural Extension for Infinite Spaces: Williams-Coherence to the Rescue. ISIPTA Jasper De Bock
2017	J	`jnl`	The Limit Behaviour of Imprecise Continuous-Time Markov Chains. J. Nonlinear Sci. Jasper De Bock
2016	A	`conf`	Exploiting Bayesian Network Sensitivity Functions for Inference in Credal Networks. ECAI Janneke H. Bolt, Jasper De Bock, Silja Renooij
2016	J	`jnl`	Imprecise stochastic processes in discrete time: global models, imprecise Markov chains, and ergodic theorems. Int. J. Approx. Reason. Gert de Cooman, Jasper De Bock, Stavros Lopatatzidis
2016	—	`conf`	Reintroducing Credal Networks under Epistemic Irrelevance. Probabilistic Graphical Models Jasper De Bock
2016	J	`jnl`	Representation theorems for partially exchangeable random variables. Fuzzy Sets Syst. Jasper De Bock, Arthur Van Camp, Márcio Alves Diniz, Gert de Cooman
2016	J	`jnl`	Robust queueing theory: an initial study using imprecise probabilities. Queueing Syst. Theory Appl. Stavros Lopatatzidis, Jasper De Bock, Gert de Cooman, Stijn De Vuyst, Joris Walraevens
2015	J	`jnl`	Coherent Predictive Inference under Exchangeability with Imprecise Probabilities. J. Artif. Intell. Res. Gert de Cooman, Jasper De Bock, Márcio Alves Diniz
2015	J	`jnl`	Conditioning, updating and lower probability zero. Int. J. Approx. Reason. Jasper De Bock, Gert de Cooman
2015	J	`jnl`	Credal networks under epistemic irrelevance: The sets of desirable gambles approach. Int. J. Approx. Reason. Jasper De Bock, Gert de Cooman
2014	J	`jnl`	An Efficient Algorithm for Estimating State Sequences in Imprecise Hidden Markov Models. J. Artif. Intell. Res. Jasper De Bock, Gert de Cooman
2014	—	`conf`	Global Sensitivity Analysis for MAP Inference in Graphical Models. NIPS Jasper De Bock, Cassio P. de Campos, Alessandro Antonucci
2014	—	`conf`	Robustifying the Viterbi Algorithm. Probabilistic Graphical Models Cedric De Boom, Jasper De Bock, Arthur Van Camp, Gert de Cooman
2013	C	`conf`	Extreme Lower Previsions and Minkowski Indecomposability. ECSQARU Jasper De Bock, Gert de Cooman
2012	J	`jnl`	An efficient algorithm for estimating state sequences in imprecise hidden Markov models CoRR Jasper De Bock, Gert de Cooman
2012	J	`jnl`	Credal nets under epistemic irrelevance CoRR Jasper De Bock, Gert de Cooman
2012	—	`conf`	Imprecise Bernoulli Processes. IPMU (3) Jasper De Bock, Gert de Cooman
2012	A	`conf`	Recent advances in imprecise-probabilistic graphical models. ECAI Gert de Cooman, Jasper De Bock, Arthur Van Camp