A Hilbert-Valued Functional Decomposition Framework for Explaining Time-Dependent Outputs
This framework introduces kernel-based output representations that enable time-dependency-aware explanations at multiple levels of temporal granularity, including time-specific, time-resolved, and time-aggregated, while providing a unified view in which existing methods arise as special cases.
S. Langbein, Niklas Koenen, Marvin N. Wright et al.
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