Causal Interpretation of Neural Network Computations with Contribution Decomposition

Joshua Brendan Melander, Zaki Alaoui, Shenghua Liu +2

Understanding how neural networks transform inputs into outputs is crucial for interpreting and manipulating their behavior. Most existing approaches analyze internal representatio…