"global interpretability" Papers

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CHiQPM: Calibrated Hierarchical Interpretable Image Classification

Thomas Norrenbrock, Timo Kaiser, Sovan Biswas et al.

NEURIPS 2025arXiv:2511.20779

GnnXemplar: Exemplars to Explanations - Natural Language Rules for Global GNN Interpretability

Burouj Armgaan, Eshan Jain, Harsh Pandey et al.

NEURIPS 2025oralarXiv:2509.18376
2
citations

Interpreting Global Perturbation Robustness of Image Models using Axiomatic Spectral Importance Decomposition

Róisín Luo, James McDermott, Colm O'Riordan

ICLR 2025arXiv:2408.01139
2
citations