A Hilbert-Valued Functional Decomposition Framework for Explaining Time-Dependent Outputs

Sophie Hanna Langbein, Niklas Koenen, Marvin N. Wright +1

Feature-based explanations quantify features' influence on model predictions, but are primarily designed for scalar outputs. In many applications, however, outputs are functional o…