conftrace_

sparse explanation

4 papers

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Co-occurring keywords

model interpretability (519) decision sparsity (2) feature attribution (280) feature importance (139) model sparsity (17) moreau envelope (11) first-order optimization (47) faithful explanation (37) feature perturbation (36) predictive multiplicity (9)

Papers

Improving Decision Sparsity NIPS 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