Udhaya Shankar S

Interpretability and Explainability in Modern AI Systems: Concepts, Methods, and Challenges

Explainable Artificial Intelligence (XAI) has become essential for ensuring transparency, accountability, and trust in modern AI systems, particularly as machine learning and deep learning models grow increasingly complex. The survey is the in-depth analysis of the foundations of the XAI, its key definitions, the conce...