Anja Jankovic

23 papers A 3B 2Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2023 — conf
Comparing Algorithm Selection Approaches on Black-Box Optimization Problems.
GECCO Companion
Ana Kostovska, Anja Jankovic, Diederick Vermetten, Saso Dzeroski, Tome Eftimov, Carola Doerr
2023 J jnl
Comparing Algorithm Selection Approaches on Black-Box Optimization Problems.
CoRR
Ana Kostovska, Anja Jankovic, Diederick Vermetten, Saso Dzeroski, Tome Eftimov, Carola Doerr
2023 — conf
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization.
AutoML
Ana Kostovska, Gjorgjina Cenikj, Diederick Vermetten, Anja Jankovic, Ana Nikolikj, Urban Skvorc, Peter Korosec, Carola Doerr, Tome Eftimov
2023 J jnl
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization.
CoRR
Ana Kostovska, Gjorgjina Cenikj, Diederick Vermetten, Anja Jankovic, Ana Nikolikj, Urban Skvorc, Peter Korosec, Carola Doerr, Tome Eftimov
2023 — conf
Self-Adjusting Weighted Expected Improvement for Bayesian Optimization.
AutoML
Carolin Benjamins, Elena Raponi, Anja Jankovic, Carola Doerr, Marius Lindauer
2023 J jnl
Self-Adjusting Weighted Expected Improvement for Bayesian Optimization.
CoRR
Carolin Benjamins, Elena Raponi, Anja Jankovic, Carola Doerr, Marius Lindauer
2023 — conf
Towards Self-Adjusting Weighted Expected Improvement for Bayesian Optimization.
GECCO Companion
Carolin Benjamins, Elena Raponi, Anja Jankovic, Carola Doerr, Marius Lindauer
2022 J jnl
PI is back! Switching Acquisition Functions in Bayesian Optimization.
CoRR
Carolin Benjamins, Elena Raponi, Anja Jankovic, Koen van der Blom, Maria Laura Santoni, Marius Lindauer, Carola Doerr
2022 — conf
Per-run Algorithm Selection with Warm-Starting Using Trajectory-Based Features.
PPSN (1)
Ana Kostovska, Anja Jankovic, Diederick Vermetten, Jacob de Nobel, Hao Wang, Tome Eftimov, Carola Doerr
2022 J jnl
Per-run Algorithm Selection with Warm-starting using Trajectory-based Features.
CoRR
Ana Kostovska, Anja Jankovic, Diederick Vermetten, Jacob de Nobel, Hao Wang, Tome Eftimov, Carola Doerr
2022 J jnl
Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis.
CoRR
Carolin Benjamins, Anja Jankovic, Elena Raponi, Koen van der Blom, Marius Lindauer, Carola Doerr
2022 B conf
Trajectory-based Algorithm Selection with Warm-starting.
CEC
Anja Jankovic, Diederick Vermetten, Ana Kostovska, Jacob de Nobel, Tome Eftimov, Carola Doerr
2022 J jnl
Trajectory-based Algorithm Selection with Warm-starting.
CoRR
Anja Jankovic, Diederick Vermetten, Ana Kostovska, Jacob de Nobel, Tome Eftimov, Carola Doerr
2021 J jnl
Personalizing Performance Regression Models to Black-Box Optimization Problems.
CoRR
Tome Eftimov, Anja Jankovic, Gorjan Popovski, Carola Doerr, Peter Korosec
2021 A conf
Personalizing performance regression models to black-box optimization problems.
GECCO
Tome Eftimov, Anja Jankovic, Gorjan Popovski, Carola Doerr, Peter Korosec
2021 J jnl
The Impact of Hyper-Parameter Tuning for Landscape-Aware Performance Regression and Algorithm Selection.
CoRR
Anja Jankovic, Gorjan Popovski, Tome Eftimov, Carola Doerr
2021 A conf
The impact of hyper-parameter tuning for landscape-aware performance regression and algorithm selection.
GECCO
Anja Jankovic, Gorjan Popovski, Tome Eftimov, Carola Doerr
2021 B conf
Towards Feature-Based Performance Regression Using Trajectory Data.
EvoApplications
Anja Jankovic, Tome Eftimov, Carola Doerr
2021 J jnl
Towards Feature-Based Performance Regression Using Trajectory Data.
CoRR
Anja Jankovic, Tome Eftimov, Carola Doerr
2021 — —
Towards Online Landscape-Aware Algorithm Selection in Numerical Black-Box Optimization. (Vers une sélection en ligne d'algorithmes tenant compte du paysage dans l'optimisation numérique de boîte noire).
Anja Jankovic
2020 J jnl
Landscape-Aware Fixed-Budget Performance Regression and Algorithm Selection for Modular CMA-ES Variants.
CoRR
Anja Jankovic, Carola Doerr
2020 A conf
Landscape-aware fixed-budget performance regression and algorithm selection for modular CMA-ES variants.
GECCO
Anja Jankovic, Carola Doerr
2019 — conf
Adaptive landscape analysis.
GECCO (Companion)
Anja Jankovic, Carola Doerr