Esther Julien

According to our database, Esther Julien authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Machine Learning for <i>K</i>-Adaptability in Two-Stage Robust Optimization.

Esther Julien, Krzysztof Postek, S. Ilker Birbil

INFORMS J. Comput., 2025

2024

Solving the Tree Containment Problem Using Graph Neural Networks.

Arkadiy Dushatskiy, Esther Julien, Leen Stougie, Leo van Iersel

Trans. Mach. Learn. Res., 2024

Neur2BiLO: Neural Bilevel Optimization.

Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias B. Khalil

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Neur2RO: Neural Two-Stage Robust Optimization.

Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias Boutros Khalil

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Constructing phylogenetic networks via cherry picking and machine learning.

Giulia Bernardini, Leo van Iersel, Esther Julien, Leen Stougie

Algorithms Mol. Biol., December, 2023

Making a Network Orchard by Adding Leaves.

Leo van Iersel, Mark Jones, Esther Julien, Yukihiro Murakami

Proceedings of the 23rd International Workshop on Algorithms in Bioinformatics, 2023

2022

Machine Learning for K-adaptability in Two-stage Robust Optimization.

Esther Julien, Krzysztof Postek, S. Ilker Birbil

CoRR, 2022

Reconstructing Phylogenetic Networks via Cherry Picking and Machine Learning.

Giulia Bernardini, Leo van Iersel, Esther Julien, Leen Stougie

Proceedings of the 22nd International Workshop on Algorithms in Bioinformatics, 2022