Esther Julien

13 papers A* 2C 2Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Machine Learning for
INFORMS J. Comput.
Esther Julien, Krzysztof Postek, S. Ilker Birbil
2024 A* conf
Neur2BiLO: Neural Bilevel Optimization.
NeurIPS
Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias B. Khalil
2024 J jnl
Neur2BiLO: Neural Bilevel Optimization.
CoRR
Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias B. Khalil
2024 A* conf
Neur2RO: Neural Two-Stage Robust Optimization.
ICLR
Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias Boutros Khalil
2024 J jnl
Solving the Tree Containment Problem Using Graph Neural Networks.
CoRR
Arkadiy Dushatskiy, Esther Julien, Leo van Iersel, Leen Stougie
2024 J jnl
Solving the Tree Containment Problem Using Graph Neural Networks.
Trans. Mach. Learn. Res.
Arkadiy Dushatskiy, Esther Julien, Leen Stougie, Leo van Iersel
2023 J jnl
Constructing Phylogenetic Networks via Cherry Picking and Machine Learning.
CoRR
Giulia Bernardini, Leo van Iersel, Esther Julien, Leen Stougie
2023 J jnl
Constructing phylogenetic networks via cherry picking and machine learning.
Algorithms Mol. Biol.
Giulia Bernardini, Leo van Iersel, Esther Julien, Leen Stougie
2023 C conf
Making a Network Orchard by Adding Leaves.
WABI
Leo van Iersel, Mark Jones, Esther Julien, Yukihiro Murakami
2023 J jnl
Making a Network Orchard by Adding Leaves.
CoRR
Leo van Iersel, Mark Jones, Esther Julien, Yukihiro Murakami
2023 J jnl
Neur2RO: Neural Two-Stage Robust Optimization.
CoRR
Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias B. Khalil
2022 J jnl
Machine Learning for K-adaptability in Two-stage Robust Optimization.
CoRR
Esther Julien, Krzysztof Postek, S. Ilker Birbil
2022 C conf
Reconstructing Phylogenetic Networks via Cherry Picking and Machine Learning.
WABI
Giulia Bernardini, Leo van Iersel, Esther Julien, Leen Stougie