CONFINE: Conformal Prediction for Interpretable Neural Networks

Linhui Huang, Sayeri Lala, Niraj K. Jha

Deep neural networks exhibit remarkable performance, yet their black-box nature limits their utility in fields like healthcare where interpretability is crucial. Existing explainab…