Learning MAX-SAT Models from Examples Using Genetic Algorithms and Knowledge Compilation. - Senne Berden; Mohit Kumar 003; Samuel Kolb; Tias Guns (CP, 2022)

Model-Based Algorithm Configuration with Adaptive Capping and Prior Distributions. - Ignace Bleukx; Senne Berden; Lize Coenen; Nicholas Decleyre; Tias Guns (CPAIOR, 2022)

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 (AAAI, 2023)

Guided Bottom-Up Interactive Constraint Acquisition. - Dimosthenis C. Tsouros; Senne Berden; Tias Guns (CP, 2023)

Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning. - Mattia Silvestri; Senne Berden; Jayanta Mandi; Ali Irfan Mahmutogullari; Maxime Mulamba; Allegra De Filippo; Tias Guns; Michele Lombardi 001 (CoRR, 2023)

Learning to Learn in Interactive Constraint Acquisition. - Dimosthenis C. Tsouros; Senne Berden; Tias Guns (AAAI, 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 (J. Artif. Intell. Res., 2024)

Generalizing Constraint Models in Constraint Acquisition. - Dimos Tsouros; Senne Berden; Steven Prestwich; Tias Guns (AAAI, 2025)

Solver-Free Decision-Focused Learning for Linear Optimization Problems. - Senne Berden; Ali Irfan Mahmutogullari; Dimos Tsouros; Tias Guns (CoRR, 2025)

Minimizing Surrogate Losses for Decision-Focused Learning using Differentiable Optimization. - Jayanta Mandi; Ali Irfan Mahmutogullari; Senne Berden; Tias Guns (CoRR, 2025)