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sparse explanation

5 papers

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Co-occurring keywords · papers mentioning both

model interpretability (3) decision sparsity (2) counterfactual explanation (2) feature attribution (2) feature importance (2) model sparsity (1) moreau envelope (1) first-order optimization (1) faithful explanation (1) feature perturbation (1)

Papers

S-CFE: Simple Counterfactual Explanations AISTATS 2025 Improving Decision Sparsity NeurIPS 2024 Sparse and Faithful Explanations Without Sparse Models AISTATS 2024 MoreauGrad: Sparse and Robust Interpretation of Neural Networks via Moreau Envelope ICCV 2023 On Counterfactual Explanations under Predictive Multiplicity UAI 2020