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Tome Eftimov

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OPTION: OPTImization Algorithm Benchmarking ONtology

Nov 21, 2022
Ana Kostovska, Diederick Vermetten, Carola Doerr, Saso Džeroski, Panče Panov, Tome Eftimov

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Explainable Model-specific Algorithm Selection for Multi-Label Classification

Nov 21, 2022
Ana Kostovska, Carola Doerr, Sašo Džeroski, Dragi Kocev, Panče Panov, Tome Eftimov

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Improving Nevergrad's Algorithm Selection Wizard NGOpt through Automated Algorithm Configuration

Sep 09, 2022
Risto Trajanov, Ana Nikolikj, Gjorgjina Cenikj, Fabien Teytaud, Mathurin Videau, Olivier Teytaud, Tome Eftimov, Manuel López-Ibáñez, Carola Doerr

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SELECTOR: Selecting a Representative Benchmark Suite for Reproducible Statistical Comparison

Apr 25, 2022
Gjorgjina Cenikj, Ryan Dieter Lang, Andries Petrus Engelbrecht, Carola Doerr, Peter Korošec, Tome Eftimov

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Per-run Algorithm Selection with Warm-starting using Trajectory-based Features

Apr 20, 2022
Ana Kostovska, Anja Jankovic, Diederick Vermetten, Jacob de Nobel, Hao Wang, Tome Eftimov, Carola Doerr

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The Importance of Landscape Features for Performance Prediction of Modular CMA-ES Variants

Apr 15, 2022
Ana Kostovska, Diederick Vermetten, Sašo Džeroski, Carola Doerr, Peter Korošec, Tome Eftimov

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Trajectory-based Algorithm Selection with Warm-starting

Apr 13, 2022
Anja Jankovic, Diederick Vermetten, Ana Kostovska, Jacob de Nobel, Tome Eftimov, Carola Doerr

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Explainable Landscape Analysis in Automated Algorithm Performance Prediction

Mar 22, 2022
Risto Trajanov, Stefan Dimeski, Martin Popovski, Peter Korošec, Tome Eftimov

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Explainable Landscape-Aware Optimization Performance Prediction

Oct 22, 2021
Risto Trajanov, Stefan Dimeski, Martin Popovski, Peter Korošec, Tome Eftimov

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FoodChem: A food-chemical relation extraction model

Oct 08, 2021
Gjorgjina Cenikj, Barbara Koroušić Seljak, Tome Eftimov

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