Konstantin Dietrich

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

State Transition

Piecewise Affine

Evaluation Metrics

Top Venues

GECCO Companion

Publications

Konstantin Dietrich, Diederick Vermetten, Carola Doerr, Pascal Kerschke
Impact of Training Instance Selection on Automated Algorithm Selection Models for Numerical Black-box Optimization. GECCO (2024)
Konstantin Dietrich, Raphael Patrick Prager, Carola Doerr, Heike Trautmann
Hybridizing Target- and SHAP-encoded Features for Algorithm Selection in Mixed-variable Black-box Optimization. CoRR (2024)
Konstantin Dietrich, Diederick Vermetten, Carola Doerr, Pascal Kerschke
Impact of Training Instance Selection on Automated Algorithm Selection Models for Numerical Black-box Optimization. CoRR (2024)
Raphael Patrick Prager, Konstantin Dietrich, Lennart Schneider, Lennart Schäpermeier, Bernd Bischl, Pascal Kerschke, Heike Trautmann, Olaf Mersmann
Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features. FOGA (2023)
Konstantin Dietrich, Pascal Kerschke
Evaluation of Algorithms from the Nevergrad Toolbox on the Strictly Box-Constrained SBOX-COST Benchmarking Suite. GECCO Companion (2023)
Konstantin Dietrich, Olaf Mersmann
Increasing the Diversity of Benchmark Function Sets Through Affine Recombination. PPSN (1) (2022)