Computing Probabilistic Explanations for ML Models: Fixed-Parameter Algorithms

Abstract

Full Citation:

Sebastian Ordyniak, Mateusz Rychlicki, Stefan Szeider. Computing Probabilistic Explanations for ML Models: Fixed-Parameter Algorithms. Fortieth AAAI Conference on Artificial Intelligence, Thirty-Eighth Conference on Innovative Applications of Artificial Intelligence, Sixteenth Symposium on Educational Advances in Artificial Intelligence, AAAI 2026, Singapore, January 20-27, 2026 (Sven Koenig, Chad Jenkins, Matthew E. Taylor, eds.), pages 24622–24629, 2026, AAAI Press.

Stefan Szeider

Head of Research Unit

Stefan Szeider is a Professor at the Algorithms and Complexity Group.