Senne Berden

17 papers A* 3A 3B 1Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning.
J. Artif. Intell. Res.
Mattia Silvestri, Senne Berden, Gaetano Signorelli, Ali Irfan Mahmutogullari, Jayanta Mandi, Brandon Amos, Tias Guns, Michele Lombardi
2025 J jnl
Feasibility-Aware Decision-Focused Learning for Predicting Parameters in the Constraints.
CoRR
Jayanta Mandi, Marianne Defresne, Senne Berden, Tias Guns
2025 A* conf
Generalizing Constraint Models in Constraint Acquisition.
AAAI
Dimos Tsouros, Senne Berden, Steven Prestwich, Tias Guns
2025 A conf
Minimizing Surrogate Losses for Decision-Focused Learning Using Differentiable Optimization.
ECAI
Jayanta Mandi, Ali Irfan Mahmutogullari, Senne Berden, Tias Guns
2025 J jnl
Minimizing Surrogate Losses for Decision-Focused Learning using Differentiable Optimization.
CoRR
Jayanta Mandi, Ali Irfan Mahmutogullari, Senne Berden, Tias Guns
2025 J jnl
Solver-Free Decision-Focused Learning for Linear Optimization Problems.
CoRR
Senne Berden, Ali Irfan Mahmutogullari, Dimos Tsouros, Tias Guns
2024 J jnl
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities.
J. Artif. Intell. Res.
Jayanta Mandi, James Kotary, Senne Berden, Maxime Mulamba, Victor Bucarey, Tias Guns, Ferdinando Fioretto
2024 J jnl
Generalizing Constraint Models in Constraint Acquisition.
CoRR
Dimos Tsouros, Senne Berden, Steven Prestwich, Tias Guns
2024 A* conf
Learning to Learn in Interactive Constraint Acquisition.
AAAI
Dimosthenis C. Tsouros, Senne Berden, Tias Guns
2023 J jnl
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities.
CoRR
Jayanta Mandi, James Kotary, Senne Berden, Maxime Mulamba, Victor Bucarey, Tias Guns, Ferdinando Fioretto
2023 A conf
Guided Bottom-Up Interactive Constraint Acquisition.
CP
Dimosthenis C. Tsouros, Senne Berden, Tias Guns
2023 J jnl
Guided Bottom-Up Interactive Constraint Acquisition.
CoRR
Dimosthenis C. Tsouros, Senne Berden, Tias Guns
2023 J jnl
Learning to Learn in Interactive Constraint Acquisition.
CoRR
Dimos Tsouros, Senne Berden, Tias Guns
2023 J jnl
Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning.
CoRR
Mattia Silvestri, Senne Berden, Jayanta Mandi, Ali Irfan Mahmutogullari, Maxime Mulamba, Allegra De Filippo, Tias Guns, Michele Lombardi
2023 A* conf
Sudoku Assistant - an AI-Powered App to Help Solve Pen-and-Paper Sudokus.
AAAI
Tias Guns, Emilio Gamba, Maxime Mulamba, Ignace Bleukx, Senne Berden, Milan Pesa
2022 A conf
Learning MAX-SAT Models from Examples Using Genetic Algorithms and Knowledge Compilation.
CP
Senne Berden, Mohit Kumar, Samuel Kolb, Tias Guns
2022 B conf
Model-Based Algorithm Configuration with Adaptive Capping and Prior Distributions.
CPAIOR
Ignace Bleukx, Senne Berden, Lize Coenen, Nicholas Decleyre, Tias Guns