3 papers
cs.AI2022
Decision-making with E-admissibility given a finite assessment of choices
Arne Decadt, Alexander Erreygers, Jasper De Bock +1
Given information about which options a decision-maker definitely rejects from given finite sets of options, we study the implications for decision-making with E-admissibility. Thi…
cs.AI2020
Inference with Choice Functions Made Practical
Arne Decadt, Jasper De Bock, Gert de Cooman
We study how to infer new choices from previous choices in a conservative manner. To make such inferences, we use the theory of choice functions: a unifying mathematical framework…
math.PR2019
Monte Carlo Estimation for Imprecise Probabilities: Basic Properties
Arne Decadt, Gert de Cooman, Jasper De Bock
We describe Monte Carlo methods for estimating lower envelopes of expectations of real random variables. We prove that the estimation bias is negative and that its absolute value s…