Document worth reading: “Towards Identifying and Managing Sources of Uncertainty in AI and Machine Learning Models – An Overview”

Quantifying and managing uncertainties that occur when data-driven fashions corresponding to those provided by AI and machine learning methods are utilized is crucial. This whitepaper provides a fast motivation and first overview of the state of the art work in determining and quantifying sources of uncertainty for data-driven parts in addition to means for analyzing their have an effect on. Towards Identifying and Managing Sources of Uncertainty in AI and Machine Learning Models – An Overview