3 papers
cs.AI2023
The Joint Weighted Average (JWA) Operator
Stephen B. Broomell, Christian Wagner
Information aggregation is a vital tool for human and machine decision making in the presence of uncertainty. Traditionally, approaches to aggregation broadly diverge into two cate…
cs.LG2021
Towards Handling Uncertainty-at-Source in AI -- A Review and Next Steps for Interval Regression
Shaily Kabir, Christian Wagner, Zack Ellerby
Most of statistics and AI draw insights through modelling discord or variance between sources of information (i.e., inter-source uncertainty). Increasingly, however, research is fo…
cs.CR2019
Exploring how Component Factors and their Uncertainty Affect Judgements of Risk in Cyber-Security
Zack Ellerby, Josie McCulloch, Melanie Wilson +1
Subjective judgements from experts provide essential information when assessing and modelling threats in respect to cyber-physical systems. For example, the vulnerability of indivi…