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Peter Korošec

DynamoRep: Trajectory-Based Population Dynamics for Classification of Black-box Optimization Problems

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Jun 08, 2023
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Algorithm Instance Footprint: Separating Easily Solvable and Challenging Problem Instances

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Jun 01, 2023
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Assessing the Generalizability of a Performance Predictive Model

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May 31, 2023
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Sensitivity Analysis of RF+clust for Leave-one-problem-out Performance Prediction

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May 30, 2023
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SELECTOR: Selecting a Representative Benchmark Suite for Reproducible Statistical Comparison

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Apr 25, 2022
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The Importance of Landscape Features for Performance Prediction of Modular CMA-ES Variants

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Apr 15, 2022
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Explainable Landscape Analysis in Automated Algorithm Performance Prediction

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Mar 22, 2022
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Explainable Landscape-Aware Optimization Performance Prediction

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Oct 22, 2021
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A Complementarity Analysis of the COCO Benchmark Problems and Artificially Generated Problems

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Apr 27, 2021
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Personalizing Performance Regression Models to Black-Box Optimization Problems

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Apr 22, 2021
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