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predictive multiplicity

10 papers

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Co-occurring keywords · papers mentioning both

rashomon set (4) model selection (3) probabilistic classification (2) group fairness (2) classification metric (1) model disagreement (1) conflict resolution (1) model fairness (1) probabilistic classifier (1) abstract interpretation (1)

Papers

Resolving Predictive Multiplicity for the Rashomon Set AAAI 2026 Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation ICLR 2024 Learning from Uncertain Data: From Possible Worlds to Possible Models NeurIPS 2024 Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction EMNLP 2024 RashomonGB: Analyzing the Rashomon Effect and Mitigating Predictive Multiplicity in Gradient Boosting NeurIPS 2024 Individual Arbitrariness and Group Fairness NeurIPS 2023 Predictive Multiplicity in Probabilistic Classification AAAI 2023 Rashomon Capacity: A Metric for Predictive Multiplicity in Classification NeurIPS 2022 On Counterfactual Explanations under Predictive Multiplicity UAI 2020 Predictive Multiplicity in Classification ICML 2020