Anja Jankovic

Postdoc, Rheinisch Westfälische Technische Hochschule Aachen

Joined

February 2022

Names

Anja Jankovic (Preferred)

Emails

****@lip6.fr (Confirmed)

****@aim.rwth-aachen.de (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Postdoc

Rheinisch Westfälische Technische Hochschule Aachen (rwth-aachen.de)

2023 – Present

Postdoc

LIP6 (lip6.fr)

2021 – 2023

PhD student

LIP6 (lip6.fr)

2018 – 2021

Advisors, Relations & Conflicts

Postdoc Advisor

Holger Hoos

2023 – Present

PhD Advisor

Carola Doerr

2018 – 2021

Expertise

Automated Algorithm Selection

Present

Black-box Optimization

Present

Publications

DensBO: Dynamic Ensembling of Surrogate Models for Hyperparameter Optimisation
Hadar Shavit, Anja Jankovic, Elena Raponi, Thomas Bäck, Holger Hoos
- Submitted to ICLR 2025
- Readers: Everyone
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
- Published: 16 May 2023, Last Modified: 05 Sept 2023
- AutoML 2023 MainTrack
- Readers: Everyone
Self-Adjusting Weighted Expected Improvement for Bayesian Optimization
Carolin Benjamins, Elena Raponi, Anja Jankovic, Carola Doerr, Marius Lindauer
- Published: 16 May 2023, Last Modified: 15 Jan 2026
- AutoML 2023 MainTrack
- Readers: Everyone
Self-Adjusting Weighted Expected Improvement for Bayesian Optimization
Carolin Benjamins, Elena Raponi, Anja Jankovic, Carola Doerr, Marius Lindauer
- CoRR 2023
- Readers: Everyone
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
- CoRR 2023
- Readers: Everyone
Comparing Algorithm Selection Approaches on Black-Box Optimization Problems
Ana Kostovska, Anja Jankovic, Diederick Vermetten, Saso Dzeroski, Tome Eftimov, Carola Doerr
- CoRR 2023
- Readers: Everyone
Towards Self-Adjusting Weighted Expected Improvement for Bayesian Optimization
Carolin Benjamins, Elena Raponi, Anja Jankovic, Carola Doerr, Marius Lindauer
- GECCO Companion 2023
- Readers: Everyone

View all 27 publications

Anja Jankovic

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

DensBO: Dynamic Ensembling of Surrogate Models for Hyperparameter Optimisation

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

Self-Adjusting Weighted Expected Improvement for Bayesian Optimization

Self-Adjusting Weighted Expected Improvement for Bayesian Optimization

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

Comparing Algorithm Selection Approaches on Black-Box Optimization Problems

Towards Self-Adjusting Weighted Expected Improvement for Bayesian Optimization

Co-Authors