Inducing Causal Structure for Interpretable Neural Networks Applied to Glucose Prediction for T1DM Patients

Ana Esponera, Giovanni Cinà

Causal abstraction techniques such as Interchange Intervention Training (IIT) have been proposed to infuse neural network with expert knowledge encoded in causal models, but their…