Tias Guns
- Interior Point Solving for LP-based prediction+optimisation
2020/10/26 by Jayanta Mandi, Tias Guns, Mandi, Jayanta +1 · 12 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #Advanced Optimization Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC)
- Holy Grail 2.0: From Natural Language to Constraint Models
2023/08/03 by Dimosthenis C. Tsouros, Hélène Verhaeghe, Tsouros, Dimos +5 · 11 citations
Computer Science · #Natural Language Processing Techniques #Constraint Satisfaction and Optimization #Topic Modeling
- Learning to Learn in Interactive Constraint Acquisition
2023/12/17 by Dimosthenis C. Tsouros, Tsouros, Dimos, Senne Berden +3 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- A Divide-Align-Conquer Strategy for Program Synthesis
2023/01/08 by Jonas Witt, Sebastijan Dumančić, Witt, Jonas +5 · 1 citation
Computer Science · #Software Engineering Research #Natural Language Processing Techniques #Software Testing and Debugging Techniques
- Solver-Free Decision-Focused Learning for Linear Optimization Problems
2025/05/28 by Senne Berden, Ali İrfan Mahmutoğulları, Berden, Senne +6 · 1 voice · 1 citation
Computer Science · Engineering · #Fault Detection and Control Systems #Metaheuristic Optimization Algorithms Research #Reservoir Engineering and Simulation Methods #cs.AI #cs.LG
- LLM-Guided Evolutionary Search for Constraint Model Reformulation to Improve Solver Efficiency
2026/07/30 by Kostis Michailidis, Dimos Tsouros, Nguyen Dang +1
Computer Science · #cs.AI