Urban Skvorc

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 13

Top Topics

Portfolio Selection

Optimisation Problems

Simulated Annealing

Top Venues

GECCO Companion

GECCO (Companion)

Publications

Ana Kostovska, Gjorgjina Cenikj, Diederick Vermetten, Anja Jankovic, Ana Nikolikj, Urban Skvorc, Peter Korosec, Carola Doerr, Tome Eftimov
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization. CoRR (2023)
Urban Skvorc, Tome Eftimov, Peter Korosec
Analyzing the Generalizability of Automated Algorithm Selection: A Case Study for Numerical Optimization. SSCI (2023)
Ana Kostovska, Gjorgjina Cenikj, Diederick Vermetten, Anja Jankovic, Ana Nikolikj, Urban Skvorc, Peter Korosec, Carola Doerr, Tome Eftimov
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization. AutoML (2023)
Urban Skvorc, Tome Eftimov, Peter Korosec
A Comprehensive Analysis of the Invariance of Exploratory Landscape Analysis Features to Function Transformations. CEC (2022)
Urban Skvorc, Tome Eftimov, Peter Korosec
The Effect of Sampling Methods on the Invariance to Function Transformations When Using Exploratory Landscape Analysis. CEC (2021)
Urban Skvorc, Tome Eftimov, Peter Korosec
A Complementarity Analysis of the COCO Benchmark Problems and Artificially Generated Problems. CoRR (2021)
Urban Skvorc, Tome Eftimov, Peter Korosec
A complementarity analysis of the COCO benchmark problems and artificially generated problems. GECCO Companion (2021)
Urban Skvorc, Tome Eftimov, Peter Korosec
Understanding the problem space in single-objective numerical optimization using exploratory landscape analysis. Appl. Soft Comput. 90 (2020)
Tome Eftimov, Rok Hribar, Urban Skvorc, Gorjan Popovski, Gasper Petelin, Peter Korosec
PerformViz: a machine learning approach to visualize and understand the performance of single-objective optimization algorithms. GECCO Companion (2020)
Urban Skvorc, Tome Eftimov, Peter Korosec
Using exploratory landscape analysis to visualize single-objective problems. GECCO Companion (2020)
Tome Eftimov, Gasper Petelin, Rok Hribar, Gorjan Popovski, Urban Skvorc, Peter Korosec
Deep statistics: more robust performance statistics for single-objective optimization benchmarking. GECCO Companion (2020)
Urban Skvorc, Tome Eftimov, Peter Korosec
GECCO black-box optimization competitions: progress from 2009 to 2018. GECCO (Companion) (2019)
Urban Skvorc, Tome Eftimov, Peter Korosec
CEC Real-Parameter Optimization Competitions: Progress from 2013 to 2018. CEC (2019)