Eyke Hüllermeier

A new framework improves understanding of Bayesian optimization through Shapley values.

This method enhances the understanding of feature interactions in machine learning models.

This article examines challenges in ML research and suggests improvements for reliability.

A new method to define rewards for reinforcement learning agents using language models.

A benchmark tool advances active learning strategies in machine learning.

Learn how Probabilistic Scoring Lists enhance decision-making by integrating probabilities.

A new method improves uncertainty quantification for graph data predictions.

Learn how feature-based explanations clarify machine learning predictions.