Urban Skvorc

16 papers B 3Journal 4Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
LLM Driven Design of Continuous Optimization Problems with Controllable High-level Properties.
CoRR
Urban Skvorc, Niki van Stein, Moritz Seiler, Britta Grimme, Thomas Bäck, Heike Trautmann
2024 — conf
Learned Features vs. Classical ELA on Affine BBOB Functions.
PPSN (2)
Moritz Seiler, Urban Skvorc, Gjorgjina Cenikj, Carola Doerr, Heike Trautmann
2024 — conf
Synergies of Deep and Classical Exploratory Landscape Features for Automated Algorithm Selection.
LION
Moritz Seiler, Urban Skvorc, Carola Doerr, Heike Trautmann
2023 — conf
Analyzing the Generalizability of Automated Algorithm Selection: A Case Study for Numerical Optimization.
SSCI
Urban Skvorc, Tome Eftimov, Peter Korosec
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
2022 B conf
A Comprehensive Analysis of the Invariance of Exploratory Landscape Analysis Features to Function Transformations.
CEC
Urban Skvorc, Tome Eftimov, Peter Korosec
2021 J jnl
A Complementarity Analysis of the COCO Benchmark Problems and Artificially Generated Problems.
CoRR
Urban Skvorc, Tome Eftimov, Peter Korosec
2021 — conf
A complementarity analysis of the COCO benchmark problems and artificially generated problems.
GECCO Companion
Urban Skvorc, Tome Eftimov, Peter Korosec
2021 B conf
The Effect of Sampling Methods on the Invariance to Function Transformations When Using Exploratory Landscape Analysis.
CEC
Urban Skvorc, Tome Eftimov, Peter Korosec
2020 — conf
Deep statistics: more robust performance statistics for single-objective optimization benchmarking.
GECCO Companion
Tome Eftimov, Gasper Petelin, Rok Hribar, Gorjan Popovski, Urban Skvorc, Peter Korosec
2020 — conf
PerformViz: a machine learning approach to visualize and understand the performance of single-objective optimization algorithms.
GECCO Companion
Tome Eftimov, Rok Hribar, Urban Skvorc, Gorjan Popovski, Gasper Petelin, Peter Korosec
2020 J jnl
Understanding the problem space in single-objective numerical optimization using exploratory landscape analysis.
Appl. Soft Comput.
Urban Skvorc, Tome Eftimov, Peter Korosec
2020 — conf
Using exploratory landscape analysis to visualize single-objective problems.
GECCO Companion
Urban Skvorc, Tome Eftimov, Peter Korosec
2019 B conf
CEC Real-Parameter Optimization Competitions: Progress from 2013 to 2018.
CEC
Urban Skvorc, Tome Eftimov, Peter Korosec
2019 — conf
GECCO black-box optimization competitions: progress from 2009 to 2018.
GECCO (Companion)
Urban Skvorc, Tome Eftimov, Peter Korosec