Information Theory

Tackling Information Leakage in Concept Bottleneck Models

Deep Neural Networks (DNNs) are powerful black boxes, but their lack of transparency makes them unsuitable for high-stakes domains like healthcare. Concept Bottleneck Models (CBMs) …