Esther Julien

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 11

Top Topics

Robust Optimization

Machine Learning

Mathematical Programming

Top Venues

Trans. Mach. Learn. Res.

Publications

Arkadiy Dushatskiy, Esther Julien, Leen Stougie, Leo van Iersel
Solving the Tree Containment Problem Using Graph Neural Networks. Trans. Mach. Learn. Res. 2024 (2024)
Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias B. Khalil
Neur2BiLO: Neural Bilevel Optimization. CoRR (2024)
Arkadiy Dushatskiy, Esther Julien, Leo van Iersel, Leen Stougie
Solving the Tree Containment Problem Using Graph Neural Networks. CoRR (2024)
Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias Boutros Khalil
Neur2RO: Neural Two-Stage Robust Optimization. ICLR (2024)
Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias B. Khalil
Neur2RO: Neural Two-Stage Robust Optimization. CoRR (2023)
Giulia Bernardini, Leo van Iersel, Esther Julien, Leen Stougie
Constructing Phylogenetic Networks via Cherry Picking and Machine Learning. CoRR (2023)
Leo van Iersel, Mark Jones, Esther Julien, Yukihiro Murakami
Making a Network Orchard by Adding Leaves. WABI (2023)
Leo van Iersel, Mark Jones, Esther Julien, Yukihiro Murakami
Making a Network Orchard by Adding Leaves. CoRR (2023)
Giulia Bernardini, Leo van Iersel, Esther Julien, Leen Stougie
Constructing phylogenetic networks via cherry picking and machine learning. Algorithms Mol. Biol. 18 (1) (2023)
Giulia Bernardini, Leo van Iersel, Esther Julien, Leen Stougie
Reconstructing Phylogenetic Networks via Cherry Picking and Machine Learning. WABI (2022)
Esther Julien, Krzysztof Postek, S. Ilker Birbil
Machine Learning for K-adaptability in Two-stage Robust Optimization. CoRR (2022)