17 citations · 26 across the 18 of their papers we have counts for
5 papers · 1 filter
Computable Randomness is Inherently Imprecise
Gert de Cooman, Jasper De Bock
We use the martingale-theoretic approach of game-theoretic probability to incorporate imprecision into the study of randomness. In particular, we define a notion of computable rand…
Imprecise Continuous-Time Markov Chains: Efficient Computational Methods with Guaranteed Error Bounds
Alexander Erreygers, Jasper De Bock
Imprecise continuous-time Markov chains are a robust type of continuous-time Markov chains that allow for partially specified time-dependent parameters. Computing inferences for th…
Efficient Computation of Updated Lower Expectations for Imprecise Continuous-Time Hidden Markov Chains
Thomas Krak, Jasper De Bock, Arno Siebes
We consider the problem of performing inference with imprecise continuous-time hidden Markov chains, that is, imprecise continuous-time Markov chains that are augmented with random…
Credal Networks under Epistemic Irrelevance
Jasper De Bock
A credal network under epistemic irrelevance is a generalised type of Bayesian network that relaxes its two main building blocks. On the one hand, the local probabilities are allow…
Independent Natural Extension for Infinite Spaces: Williams-Coherence to the Rescue
Jasper De Bock
We define the independent natural extension of two local models for the general case of infinite spaces, using both sets of desirable gambles and conditional lower previsions. In c…