Robust Explanations Through Uncertainty Decomposition: A Path to Trustworthier AI

Chenrui Zhu, Louenas Bounia, Vu Linh Nguyen +2

Recent advancements in machine learning have emphasized the need for transparency in model predictions, particularly as interpretability diminishes when using increasingly complex…