Eyke Hüllermeier

10

Papers

56

Total Citations

Papers (10)

Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles

Inverse Constitutional AI: Compressing Preferences into Principles

Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks

Approximating the Shapley Value without Marginal Contributions

Mitigating Label Noise through Data Ambiguation

Position: Why We Must Rethink Empirical Research in Machine Learning

Is Epistemic Uncertainty Faithfully Represented by Evidential Deep Learning Methods?

Second-Order Uncertainty Quantification: A Distance-Based Approach

DUO: Diverse, Uncertain, On-Policy Query Generation and Selection for Reinforcement Learning from Human Feedback

KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions