UbiQVision quantifies uncertainty in SHAP explanations for medical image recognition by combining Dirichlet posterior sampling with Dempster-Shafer belief and plausibility maps.
Dirichletprocesses,in:StochasticIntegrals:ProceedingsoftheLMSDurhamSymposium,July7–17, 1980, Springer
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UbiQVision: Quantifying Uncertainty in XAI for Image Recognition
UbiQVision quantifies uncertainty in SHAP explanations for medical image recognition by combining Dirichlet posterior sampling with Dempster-Shafer belief and plausibility maps.