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Query: "keywords" (black-box optimization) .

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1.
Sensitivity analysis of RF+clust for leave-one-problem-out performance prediction
Ana Nikolikj, Michal Pluhacek, Carola Doerr, Peter Korošec, Tome Eftimov, 2023, published scientific conference contribution

Keywords: automated performance prediction, autoML, single-objective black-box optimization, zero-shot learning
Published in DiRROS: 13.11.2023; Views: 111; Downloads: 51
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2.
Algorithm instance footprint : separating easily solvable and challenging problem instances
Ana Nikolikj, Sašo Džeroski, Mario Andrés Muñoz, Carola Doerr, Peter Korošec, Tome Eftimov, 2023, published scientific conference contribution

Keywords: black-box optimization, algorithms, problem instances, machine learning
Published in DiRROS: 15.09.2023; Views: 143; Downloads: 88
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3.
RF+clust for leave-one-problem-out performance prediction
Ana Nikolikj, Carola Doerr, Tome Eftimov, 2023, published scientific conference contribution

Keywords: algorithm performance prediction, automated machine learning, zero-shot learning, black-box optimization
Published in DiRROS: 30.08.2023; Views: 184; Downloads: 49
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4.
DynamoRep : trajectory-based population dynamics for classification of black-box optimization problems
Gjorgjina Cenikj, Gašper Petelin, Carola Doerr, Peter Korošec, Tome Eftimov, 2023, published scientific conference contribution

Keywords: black-box single-objective optimization, optimization problem classification, problem representation, meta-learning
Published in DiRROS: 30.08.2023; Views: 173; Downloads: 125
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