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Quentin Renau

Identifying Easy Instances to Improve Efficiency of ML Pipelines for Algorithm-Selection

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Jun 24, 2024
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Evaluating the Robustness of Deep-Learning Algorithm-Selection Models by Evolving Adversarial Instances

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Jun 24, 2024
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Improving Algorithm-Selection and Performance-Prediction via Learning Discriminating Training Samples

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Apr 08, 2024
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On the Utility of Probing Trajectories for Algorithm-Selection

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Jan 23, 2024
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Automated Algorithm Selection for Radar Network Configuration

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May 07, 2022
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Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions

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Feb 01, 2021
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Linear Matrix Factorization Embeddings for Single-objective Optimization Landscapes

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Sep 30, 2020
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Exploratory Landscape Analysis is Strongly Sensitive to the Sampling Strategy

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Jun 19, 2020
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