Blue Prism AI Labs
AI research associated with Blue Prism’s business-process automation software.
Joint research distinguished uncertainty due to incomplete knowledge from variability in data. Publications studied probabilistic circuits, Bayesian networks and uncertainty-aware classifiers.
Papers and technical reports
Handling epistemic and aleatory uncertainties in probabilistic circuits
2022 · Machine Learning
Second-order learning and inference using incomplete data for uncertain bayesian networks: A two node example
2020 · Proceedings of 2020 23rd International Conference on Information Fusion, FUSION 2020
Uncertainty-aware deep classifiers using generative models
2020 · AAAI 2020 - 34th AAAI Conference on Artificial Intelligence