Scientists say they have discovered one of the first new classes of antibiotics identified in the past 60 years, and the first discovered leveraging an AI-powered platform built around explainable ...

Overview: Interpretability tools make machine learning models more transparent by displaying how each feature influences ...

Scientists have discovered one of the first new classes of antibiotics identified in the past 60 years, and the first discovered leveraging an AI-powered platform built around explainable deep ...

Abstract Deep learning models have been successful in many areas, but understanding their behavior remains a challenge. Most prior explainable AI ...

A recent Nature journal study uses a deep learning approach to explore chemical sub-structures that helped discover structural classes of antibiotics. Study: Discovery of a structural class of ...

Explainable AI plays a central role in validating model behavior. Using established explainability techniques, the study examines which financial variables drive fraud predictions. The results show a ...