2026
Conditional Probabilistic Bipolar Argumentation Framework: Explanations, Complexity and Approximation
AAAI 2026technical
Recently, there has been an increasing interest in extending Dung
3 accepted papers
Recently, there has been an increasing interest in extending Dung
Graph Neural Networks (GNNs) have become increasingly central to several analysis tasks in various domains, ranging, e.g., from social networks to molecular analysis. Understanding the decision-making process of GNNs is a critical challenge in machine learning, particularly when post-hoc explanation
Explainable AI has received significant attention in recent years. Machine learning models often operate as black boxes, lacking explainability and transparency while supporting decision-making processes. Local post-hoc explainability queries attempt to answer why individual inputs are classified i…