Senne Berden

According to our database, Senne Berden authored at least 10 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Minimizing Surrogate Losses for Decision-Focused Learning using Differentiable Optimization.

Jayanta Mandi, Ali Irfan Mahmutogullari, Senne Berden, Tias Guns

CoRR, August, 2025

Solver-Free Decision-Focused Learning for Linear Optimization Problems.

Senne Berden, Ali Irfan Mahmutogullari, Dimos Tsouros, Tias Guns

CoRR, May, 2025

Generalizing Constraint Models in Constraint Acquisition.

Dimos Tsouros, Senne Berden, Steven Prestwich, Tias Guns

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

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

Learning to Learn in Interactive Constraint Acquisition.

Dimosthenis C. Tsouros, Senne Berden, Tias Guns

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

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

CoRR, 2023

Guided Bottom-Up Interactive Constraint Acquisition.

Dimosthenis C. Tsouros, Senne Berden, Tias Guns

Proceedings of the 29th International Conference on Principles and Practice of Constraint Programming, 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

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Model-Based Algorithm Configuration with Adaptive Capping and Prior Distributions.

Ignace Bleukx, Senne Berden, Lize Coenen, Nicholas Decleyre, Tias Guns

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2022

Learning MAX-SAT Models from Examples Using Genetic Algorithms and Knowledge Compilation.

Senne Berden, Mohit Kumar, Samuel Kolb, Tias Guns

Proceedings of the 28th International Conference on Principles and Practice of Constraint Programming, 2022