Solving the Identifying Code Set Problem with Grouped Independent Support
A.L.D. Latour, A. Sen, K.S. Meel
In Proceedings of the 32nd International Joint Conference on Artificial Intelligence (IJCAI23), 2023.
pdf, slides, poster, video, code, bib
PUBLICATIONS
Optimal decision-making under constraints and uncertainty (dissertation)
Anna Latour
In Leiden University, 2022.
pdf, bib
Stochastic Constraint Optimisation with Applications in Network Analysis (extended abstract)
A.L.D. Latour, B. Babaki, D. Fokkinga, M. Anastacio, H.H. Hoos, S. Nijssen
In Workshop on Counting and Sampling 2022, in conjunction with FLoC 2022 and SAT 2022, 2022.
slides, bib
Exact stochastic constraint optimisation with applications in network analysis
A.L.D. Latour, B. Babaki, D. Fokkinga, M. Anastacio, H.H. Hoos, S. Nijssen
In Artificial Intelligence, 2022.
pdf, bib
Caching in Model Counters: A Journey through Space and Time (extended abstract)
J.G. Rook, A.L.D. Latour, S. Nijssen, H.H. Hoos
In Workshop on Counting and Sampling, held in conjunction with SAT 2021, 2021.
pdf, slides, video, bib
Stochastic Constraint Optimisation with Applications in Network Analysis (extended abstract)
A.L.D. Latour, B. Babaki, D. Fokkinga, M. Anastacio, H.H. Hoos, S. Nijssen
In International Workshop on Model Counting (MCW), held in conjunction with SAT 2020, 2020.
pdf, slides, bib
Better Caching for Better Model Counting (extended abstract)
J.G. Rook, A.L.D. Latour, S. Nijssen, H.H. Hoos
In International Workshop on Model Counting (MCW), held in conjunction with SAT 2020, 2020.
pdf, slides, bib
Programming a Stochastic Constraint Optimisation Algorithm, by Optimisation
D. Fokkinga, A.L.D. Latour, M. Anastacio, S. Nijssen, H. Hoos
In Workshop Data Science meets Optimisation (DSO), held in conjunction with IJCAI 2019, 2019.
pdf, bib
Stochastic Constraint Propagation for Mining Probabilistic Networks
A.L.D. Latour, B. Babaki, S. Nijssen
In Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), 2019.
pdf, slides, poster, code, bib
Stochastic Constraint Propagation for Mining Probabilistic Networks (extended abstract)
A.L.D. Latour, B. Babaki, S. Nijssen
In Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019.
pdf, slides, poster, bib
Stochastic Constraint Optimization using Propagation on Ordered Binary Decision Diagrams
A.L.D. Latour, B. Babaki, S. Nijssen
In 8th International Workshop on Statistical Relational AI (StarAI 2018), held in conjunction with IJCAI 2018, 2018.
pdf, slides, poster, bib
Combining Stochastic Constraint Optimization and Probabilistic Programming --- From Knowledge Compilation to Constraint Solving
A.L.D. Latour, B. Babaki, A. Dries, A. Kimmig, G. Van den Broeck, S. Nijssen
In Proceedings of the 23rd International Conference on Principles and Practice of Constraint Programming (CP 2017), 2017.
pdf, slides, code, bib