Clarifying Model Transparency: Interpretability versus Explainability in Deep Learning with MNIST and IMDB Examples

Mitali Raj

The impressive capabilities of deep learning models are often counterbalanced by their inherent opacity, commonly termed the "black box" problem, which impedes their widespread acc…