| Decision-focused learning: Foundations, state of the art, benchmark and future opportunities J Mandi, J Kotary, S Berden, M Mulamba, V Bucarey, T Guns, F Fioretto arXiv preprint arXiv:2307.13565, 2023 | 36 | 2023 |
| Guided Bottom-Up Interactive Constraint Acquisition D Tsouros, S Berden, T Guns arXiv preprint arXiv:2307.06126, 2023 | 6 | 2023 |
| Learning MAX-SAT Models from Examples using Genetic Algorithms and Knowledge Compilation S Berden, M Kumar, S Kolb, T Guns 28th International Conference on Principles and Practice of Constraint …, 2022 | 6 | 2022 |
| Sudoku Assistant–an AI-Powered App to Help Solve Pen-And-Paper Sudokus T Guns, E Gamba, M Mulamba, I Bleukx, S Berden, M Pesa Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16440 …, 2023 | 3 | 2023 |
| Learning to learn in interactive constraint acquisition D Tsouros, S Berden, T Guns Proceedings of the AAAI Conference on Artificial Intelligence 38 (8), 8154-8162, 2024 | 2 | 2024 |
| Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning M Silvestri, S Berden, J Mandi, Aİ Mahmutoğulları, B Amos, T Guns, ... arXiv preprint arXiv:2307.05213, 2023 | | 2023 |
| Model-Based Algorithm Configuration with Adaptive Capping and Prior Distributions I Bleukx, S Berden, L Coenen, N Decleyre, T Guns International Conference on Integration of Constraint Programming …, 2022 | | 2022 |
Tias GunsProfessor in Computer Science and AIVerified email at kuleuven.be
