Tag: epistemic uncertainty
Browse our exclusive articles!
Consistency-Guided Decoding for Logical QA Accuracy
Improve three-way logical question answering with CGD-PD, boosting accuracy by 16% and reducing Unknown predictions in LLMs.
Cost-Efficient Explainable AI Using Uncertainty Gating
Enhance explainable AI reliability and reduce costs by leveraging epistemic uncertainty to optimize explanation generation and resource allocation.
Distance-Based Quantification of Credal Uncertainty
Discover a novel distance-based approach to quantify aleatoric and epistemic uncertainty in credal sets for multiclass classification.