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Anja Jankovic
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Landscape-aware fixed-budget performance regression and algorithm selection for modular CMA-ES variants
A Jankovic, C Doerr
Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 841-849, 2020
212020
Adaptive landscape analysis
A Janković, C Doerr
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019
162019
Towards feature-based performance regression using trajectory data
A Jankovic, T Eftimov, C Doerr
International Conference on the Applications of Evolutionary Computation …, 2021
132021
The impact of hyper-parameter tuning for landscape-aware performance regression and algorithm selection
A Jankovic, G Popovski, T Eftimov, C Doerr
Proceedings of the Genetic and Evolutionary Computation Conference, 687-696, 2021
122021
Personalizing performance regression models to black-box optimization problems
T Eftimov, A Jankovic, G Popovski, C Doerr, P Korošec
Proceedings of the Genetic and Evolutionary Computation Conference, 669-677, 2021
42021
Per-run Algorithm Selection with Warm-starting using Trajectory-based Features
A Kostovska, A Jankovic, D Vermetten, J de Nobel, H Wang, T Eftimov, ...
arXiv preprint arXiv:2204.09483, 2022
22022
Trajectory-based Algorithm Selection with Warm-starting
A Jankovic, D Vermetten, A Kostovska, J de Nobel, T Eftimov, C Doerr
arXiv preprint arXiv:2204.06397, 2022
12022
Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis
C Benjamins, A Jankovic, E Raponi, K van der Blom, M Lindauer, C Doerr
arXiv preprint arXiv:2211.09678, 2022
2022
PI is back! Switching Acquisition Functions in Bayesian Optimization
C Benjamins, E Raponi, A Jankovic, K van der Blom, ML Santoni, ...
arXiv preprint arXiv:2211.01455, 2022
2022
Towards Online Landscape-Aware Algorithm Selection in Numerical Black-Box Optimization
A Jankovic
Sorbonne Université, 2021
2021
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Articles 1–10