Dimos Tsouros

12 papers A* 1A 3Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2025 — conf
Addressing Over-Fitting in Passive Constraint Acquisition Through Active Learning.
LION (2)
Vasileios Balafas, Dimos Tsouros, Nikolaos Ploskas, Kostas Stergiou
2025 A conf
CP-Bench: Evaluating Large Language Models for Constraint Modelling.
ECAI
Kostis Michailidis, Dimos Tsouros, Tias Guns
2025 J jnl
CP-Bench: Evaluating Large Language Models for Constraint Modelling.
CoRR
Kostis Michailidis, Dimos Tsouros, Tias Guns
2025 J jnl
Combining Constraint Programming and Machine Learning: From Current Progress to Future Opportunities.
J. Artif. Intell. Res.
Quentin Cappart, Tias Guns, Michele Lombardi, Gilles Pesant, Dimos Tsouros
2025 A* conf
Generalizing Constraint Models in Constraint Acquisition.
AAAI
Dimos Tsouros, Senne Berden, Steven Prestwich, Tias Guns
2025 J jnl
Overcoming Over-Fitting in Constraint Acquisition via Query-Driven Interactive Refinement.
CoRR
Vasileios Balafas, Dimos Tsouros, Nikolaos Ploskas, Kostas Stergiou
2025 J jnl
Solver-Free Decision-Focused Learning for Linear Optimization Problems.
CoRR
Senne Berden, Ali Irfan Mahmutogullari, Dimos Tsouros, Tias Guns
2024 A conf
Constraint Modelling with LLMs Using In-Context Learning.
CP
Kostis Michailidis, Dimos Tsouros, Tias Guns
2024 J jnl
Generalizing Constraint Models in Constraint Acquisition.
CoRR
Dimos Tsouros, Senne Berden, Steven Prestwich, Tias Guns
2024 A conf
Mutational Fuzz Testing for Constraint Modeling Systems.
CP
Wout Vanroose, Ignace Bleukx, Jo Devriendt, Dimos Tsouros, Hélène Verhaeghe, Tias Guns
2024 J jnl
Trustworthy and Explainable Decision-Making for Workforce allocation.
CoRR
Guillaume Povéda, Ryma Boumazouza, Andreas Strahl, Mark Hall, Santiago Quintana-Amate, Nahum Álvarez, Ignace Bleukx, Dimos Tsouros, Hélène Verhaeghe, Tias Guns
2023 J jnl
Learning to Learn in Interactive Constraint Acquisition.
CoRR
Dimos Tsouros, Senne Berden, Tias Guns