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A survey on epistemic (model) uncertainty in supervised learning: Recent advances and applications

Xinlei Zhou, Han Liu, Farhad Pourpanah, Tieyong Zeng, Xizhao Wang

2021Neurocomputing80 citationsDOIOpen Access PDF

Topics & Concepts

Uncertainty quantificationArtificial intelligenceComputer scienceMachine learningCategorizationVariance (accounting)Bayesian probabilityBayesian inferenceEpistemologyPhilosophyBusinessAccountingMachine Learning and AlgorithmsMachine Learning and Data ClassificationBayesian Modeling and Causal Inference
A survey on epistemic (model) uncertainty in supervised learning: Recent advances and applications | Litcius