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Works (7)

Comparing Solvability Patterns of Algorithms across Diverse Problem Landscapes

2024-07-14 | Conference paper
DOI: 10.1145/3638530.3654305
Contributors: Ana Nikolikj; Tome Eftimov
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Instance Selection for Dynamic Algorithm Configuration with Reinforcement Learning: Improving Generalization

2024-07-14 | Conference paper
DOI: 10.1145/3638530.3654291
Contributors: Carolin Benjamins; Gjorgjina Cenikj; Ana Nikolikj; Aditya Mohan; Tome Eftimov; Marius Lindauer
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RF+clust for Leave-One-Problem-Out Performance Prediction

2023 | Book chapter
DOI: 10.1007/978-3-031-30229-9_19
Contributors: Ana Nikolikj; Carola Doerr; Tome Eftimov
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Algorithm Instance Footprint: Separating Easily Solvable and Challenging Problem Instances

2023-07-15 | Conference paper
DOI: 10.1145/3583131.3590424
Contributors: Ana Nikolikj; Sašo Džeroski; Mario Andrés Muñoz; Carola Doerr; Peter Korošec; Tome Eftimov
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Assessing the Generalizability of a Performance Predictive Model

2023-07-15 | Conference paper
DOI: 10.1145/3583133.3590617
Contributors: Ana Nikolikj; Gjorgjina Cenikj; Gordana Ispirova; Diederick Vermetten; Ryan Dieter Lang; Andries Petrus Engelbrecht; Carola Doerr; Peter Korošec; Tome Eftimov
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Explaining Differential Evolution Performance Through Problem Landscape Characteristics

2022 | Book chapter
DOI: 10.1007/978-3-031-21094-5_8
Contributors: Ana Nikolikj; Ryan Lang; Peter Korošec; Tome Eftimov
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Improving Nevergrad’s Algorithm Selection Wizard NGOpt Through Automated Algorithm Configuration

2022 | Book chapter
DOI: 10.1007/978-3-031-14714-2_2
Contributors: Risto Trajanov; Ana Nikolikj; Gjorgjina Cenikj; Fabien Teytaud; Mathurin Videau; Olivier Teytaud; Tome Eftimov; Manuel López-Ibáñez; Carola Doerr
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