Joao Marques-Silva

Latest

• Locally-Minimal Probabilistic Explanations
• On Tackling Explanation Redundancy in Decision Trees
• On computing probabilistic abductive explanations
• Solving Explainability Queries with Quantification: The Case of Feature Relevancy
• Constraint-Driven Explanations of Black-Box ML Models
• Assessing Heuristic Machine Learning Explanations with Model Counting