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Eyke Hüllermeier

Adjusted Count Quantification Learning on Graphs

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Mar 12, 2025
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All You Need for Counterfactual Explainability Is Principled and Reliable Estimate of Aleatoric and Epistemic Uncertainty

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Feb 24, 2025
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A calibration test for evaluating set-based epistemic uncertainty representations

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Feb 22, 2025
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Conformal Prediction Regions are Imprecise Highest Density Regions

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Feb 10, 2025
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Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection

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Feb 10, 2025
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Shapley Value Approximation Based on k-Additive Games

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Feb 07, 2025
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Conformal Prediction in Hierarchical Classification

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Jan 31, 2025
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Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks

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Jan 28, 2025
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Random Forest Calibration

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Jan 28, 2025
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Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory

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Dec 22, 2024
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