Berden, Senne

8 publications

JAIR 2026 Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning Mattia Silvestri, Senne Berden, Gaetano Signorelli, Ali Irfan Mahmutogullari, Jayanta Mandi, Brandon Amos, Tias Guns, Michele Lombardi

NeurIPS 2025 Feasibility-Aware Decision-Focused Learning for Predicting Parameters in the Constraints Jayanta Mandi, Marianne Defresne, Senne Berden, Tias Guns

AAAI 2025 Generalizing Constraint Models in Constraint Acquisition Dimos Tsouros, Senne Berden, Steven Prestwich, Tias Guns

NeurIPS 2025 Solver-Free Decision-Focused Learning for Linear Optimization Problems Senne Berden, Ali İrfan Mahmutoğulları, Dimos Tsouros, Tias Guns

JAIR 2024 Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities Jayanta Mandi, James Kotary, Senne Berden, Maxime Mulamba, Victor Bucarey, Tias Guns, Ferdinando Fioretto

AAAI 2024 Learning to Learn in Interactive Constraint Acquisition Dimosthenis C. Tsouros, Senne Berden, Tias Guns

ICMLW 2023 Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning Mattia Silvestri, Senne Berden, Jayanta Mandi, Ali İrfan Mahmutoğulları, Maxime Mulamba, Allegra De Filippo, Tias Guns, Michele Lombardi

AAAI 2023 Sudoku Assistant - An AI-Powered App to Help Solve Pen-and-Paper Sudokus Tias Guns, Emilio Gamba, Maxime Mulamba, Ignace Bleukx, Senne Berden, Milan Pesa