E. Soumya

Advancing Interpretable and Robust Machine Learning for High-Stakes Applications

2026 · JOURNAL OF ADVANCE AND FUTURE RESEARCH

This paper presents a critical review of recent advances in interpretable and robust machine learning for high-stakes applications. As machine learning systems are increasingly deployed in domains such as healthcare, finance, and autonomous systems, ensuring …