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methods / Causal Validation / Layer-wise relevance propagation (LRP)

Layer-wise relevance propagation (LRP)

Techniqueadvanced

Backward-propagates a model's output relevance score through each layer using conservation-preserving redistribution rules, attributing the prediction to specific input regions/features without requiring a second forward pass or an explicit direction/subspace.

Used in (1 observation)

structure: Linear Subspace · models: Aurora (weather foundation model) · paper: Does Aurora Encode Atmospheric Structure? Latent Regime Analysis and Attribution