Ana Nikolikj

According to our database, Ana Nikolikj authored at least 8 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Algorithm Instance Footprint: Separating Easily Solvable and Challenging Problem Instances.

Ana Nikolikj, Saso Dzeroski, Mario Andrés Muñoz, Carola Doerr, Peter Korosec, Tome Eftimov

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Assessing the Generalizability of a Performance Predictive Model.

Ana Nikolikj, Gjorgjina Cenikj, Gordana Ispirova, Diederick Vermetten, Ryan Dieter Lang, Andries Petrus Engelbrecht, Carola Doerr, Peter Korosec, Tome Eftimov

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

RF+clust for Leave-One-Problem-Out Performance Prediction.

Ana Nikolikj, Carola Doerr, Tome Eftimov

Proceedings of the Applications of Evolutionary Computation - 26th European Conference, 2023

Sensitivity Analysis of RF+clust for Leave-One-Problem-Out Performance Prediction.

Ana Nikolikj, Michal Pluhacek, Carola Doerr, Peter Korosec, Tome Eftimov

Proceedings of the IEEE Congress on Evolutionary Computation, 2023

PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization.

Ana Kostovska, Gjorgjina Cenikj, Diederick Vermetten, Anja Jankovic, Ana Nikolikj, Urban Skvorc, Peter Korosec, Carola Doerr, Tome Eftimov

Proceedings of the International Conference on Automated Machine Learning, 2023

2022

Improving Nevergrad's Algorithm Selection Wizard NGOpt Through Automated Algorithm Configuration.

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

Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022

Identifying minimal set of Exploratory Landscape Analysis features for reliable algorithm performance prediction.

Ana Nikolikj, Risto Trajanov, Gjorgjina Cenikj, Peter Korosec, Tome Eftimov

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

Explaining Differential Evolution Performance Through Problem Landscape Characteristics.

Ana Nikolikj, Ryan Dieter Lang, Peter Korosec, Tome Eftimov

Proceedings of the Bioinspired Optimization Methods and Their Applications, 2022