Quentin Renau

33 papers A 3B 2Journal 14Unranked 13
YearRankTypeTitle / Venue / Authors
2025 — conf
Algorithm Selection with Probing Trajectories: Benchmarking the Choice of Classifier Model.
EvoApplications (2)
Quentin Renau, Emma Hart
2025 J jnl
Algorithm Selection with Probing Trajectories: Benchmarking the Choice of Classifier Model.
CoRR
Quentin Renau, Emma Hart
2025 J jnl
Benchmarking that Matters: Rethinking Benchmarking for Practical Impact.
CoRR
Anna V. Kononova, Niki van Stein, Olaf Mersmann, Thomas Bäck, Thomas Bartz-Beielstein, Tobias Glasmachers, Michael Hellwig, Sebastian Krey, Jakub Kudela, Boris Naujoks, Leonard Papenmeier, Elena Raponi, Quentin Renau, Jeroen Rook, Lennart Schäpermeier, Diederick Vermetten, Daniela Zaharie
2025 — conf
Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing.
EvoApplications (2)
Kevin Sim, Quentin Renau, Emma Hart
2025 J jnl
Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing.
CoRR
Kevin Sim, Quentin Renau, Emma Hart
2025 — conf
Class Incremental Learning for Algorithm Selection.
GECCO Companion
Mate Botond Nemeth, Emma Hart, Kevin Sim, Quentin Renau
2025 J jnl
Class Incremental Learning for Algorithm Selection.
CoRR
Mate Botond Nemeth, Emma Hart, Kevin Sim, Quentin Renau
2025 B conf
Distributed Resource Selection for Self-Organising Cloud-Edge Systems.
NCA
Quentin Renau, Amjad Ullah, Emma Hart
2025 J jnl
Distributed Resource Selection for Self-Organising Cloud-Edge Systems.
CoRR
Quentin Renau, Amjad Ullah, Emma Hart
2025 A conf
Efficient Online Automated Algorithm Selection in the Face of Data-Drift in Optimisation Problem Instances.
FOGA
Jeroen Rook, Quentin Renau, Heike Trautmann, Emma Hart
2025 — conf
Stalling in Space: Attractor Analysis for Any Algorithm.
EvoApplications (2)
Sarah L. Thomson, Quentin Renau, Diederick Vermetten, Emma Hart, Niki van Stein, Anna V. Kononova
2024 — conf
An Evaluation of Domain-Agnostic Representations to Enable Multi-task Learning in Combinatorial Optimisation.
LION
Christopher Stone, Quentin Renau, Ian Miguel, Emma Hart
2024 — conf
Ealain: A Camera Simulation Tool to Generate Instances for Multiple Classes of Optimisation Problem.
GECCO Companion
Quentin Renau, Johann Dréo, Emma Hart
2024 — conf
Evaluating the Robustness of Deep-Learning Algorithm-Selection Models by Evolving Adversarial Instances.
PPSN (2)
Emma Hart, Quentin Renau, Kevin Sim, Mohamad Alissa
2024 J jnl
Evaluating the Robustness of Deep-Learning Algorithm-Selection Models by Evolving Adversarial Instances.
CoRR
Emma Hart, Quentin Renau, Kevin Sim, Mohamad Alissa
2024 — conf
Identifying Easy Instances to Improve Efficiency of ML Pipelines for Algorithm-Selection.
PPSN (2)
Quentin Renau, Emma Hart
2024 J jnl
Identifying Easy Instances to Improve Efficiency of ML Pipelines for Algorithm-Selection.
CoRR
Quentin Renau, Emma Hart
2024 J jnl
Improving Algorithm-Selection and Performance-Prediction via Learning Discriminating Training Samples.
CoRR
Quentin Renau, Emma Hart
2024 A conf
Improving Algorithm-Selectors and Performance-Predictors via Learning Discriminating Training Samples.
GECCO
Quentin Renau, Emma Hart
2024 — conf
On the Utility of Probing Trajectories for Algorithm-Selection.
EvoApplications@EvoStar
Quentin Renau, Emma Hart
2024 J jnl
On the Utility of Probing Trajectories for Algorithm-Selection.
CoRR
Quentin Renau, Emma Hart
2024 J jnl
Stalling in Space: Attractor Analysis for any Algorithm.
CoRR
Sarah L. Thomson, Quentin Renau, Diederick Vermetten, Emma Hart, Niki van Stein, Anna V. Kononova
2023 — conf
Towards optimisers that 'Keep Learning'.
GECCO Companion
Emma Hart, Ian Miguel, Christopher Stone, Quentin Renau
2022 J jnl
Automated Algorithm Selection for Radar Network Configuration.
CoRR
Quentin Renau, Johann Dréo, Alain Peres, Yann Semet, Carola Doerr, Benjamin Doerr
2022 A conf
Automated algorithm selection for radar network configuration.
GECCO
Quentin Renau, Johann Dréo, Alain Peres, Yann Semet, Carola Doerr, Benjamin Doerr
2022 — —
Landscape-Aware Selection of Metaheuristics for the Optimization of Radar Networks. (Sélection de Métaheuriques Guidée par le Paysage de Recherche pour l'Optimisation de Réseaux de Radars).
Quentin Renau
2021 B conf
Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions.
EvoApplications
Quentin Renau, Johann Dréo, Carola Doerr, Benjamin Doerr
2021 J jnl
Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions.
CoRR
Quentin Renau, Johann Dréo, Carola Doerr, Benjamin Doerr
2020 — conf
Exploratory Landscape Analysis is Strongly Sensitive to the Sampling Strategy.
PPSN (2)
Quentin Renau, Carola Doerr, Johann Dréo, Benjamin Doerr
2020 J jnl
Exploratory Landscape Analysis is Strongly Sensitive to the Sampling Strategy.
CoRR
Quentin Renau, Carola Doerr, Johann Dréo, Benjamin Doerr
2020 — conf
Linear Matrix Factorization Embeddings for Single-objective Optimization Landscapes.
SSCI
Tome Eftimov, Gorjan Popovski, Quentin Renau, Peter Korosec, Carola Doerr
2020 J jnl
Linear Matrix Factorization Embeddings for Single-objective Optimization Landscapes.
CoRR
Tome Eftimov, Gorjan Popovski, Quentin Renau, Peter Korosec, Carola Doerr
2019 — conf
Expressiveness and robustness of landscape features.
GECCO (Companion)
Quentin Renau, Johann Dréo, Carola Doerr, Benjamin Doerr