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model multiplicity

5 papers

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Co-occurring keywords · papers mentioning both

explainable ai (2) dissenting explanation (1) overreliance reduction (1) recourse recommendation (1) downstream decision making (1) best-response action (1) probability prediction (1) explanation method (1) trustworthy machine learning (1) human-ai interaction (1)

Papers

When Does Model Multiplicity Affect Prediction Intervals? A Sharp Phase Transition UAI 2026 Counterfactual Explanations Under Model Multiplicity and Their Use in Computational Argumentation IJCAI 2025 Reconciling Model Multiplicity for Downstream Decision Making ICLR 2025 An Empirical Investigation Into Benchmarking Model Multiplicity for Trustworthy Machine Learning: A Case Study on Image Classification WACV 2024 Dissenting Explanations: Leveraging Disagreement to Reduce Model Overreliance AAAI 2024