Konstantin Dietrich

According to our database, Konstantin Dietrich authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Impact of Training Instance Selection on Automated Algorithm Selection Models for Numerical Black-box Optimization - Reproducibility Files.

Konstantin Dietrich, Diederick Vermetten, Carola Doerr, Pascal Kerschke

Dataset, April, 2024

Hybridizing Target- and SHAP-Encoded Features for Algorithm Selection in Mixed-Variable Black-Box Optimization.

Konstantin Dietrich, Raphael Patrick Prager, Carola Doerr, Heike Trautmann

Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024

Impact of Training Instance Selection on Automated Algorithm Selection Models for Numerical Black-box Optimization.

Konstantin Dietrich, Diederick Vermetten, Carola Doerr, Pascal Kerschke

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

2023

Evaluation of Algorithms from the Nevergrad Toolbox on the Strictly Box-Constrained SBOX-COST Benchmarking Suite.

Konstantin Dietrich, Pascal Kerschke

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features.

Raphael Patrick Prager, Konstantin Dietrich, Lennart Schneider, Lennart Schäpermeier, Bernd Bischl, Pascal Kerschke, Heike Trautmann, Olaf Mersmann

Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 2023

2022

Increasing the Diversity of Benchmark Function Sets Through Affine Recombination.

Konstantin Dietrich, Olaf Mersmann

Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022