Consensus-based Interpretable Deep Neural Networks with Application to Mortality Prediction

Shaeke Salman, Seyedeh Neelufar Payrovnaziri, Xiuwen Liu +2

Deep neural networks have achieved remarkable success in various challenging tasks. However, the black-box nature of such networks is not acceptable to critical applications, such…