Raphael Patrick Prager

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 13

Top Topics

Continuous Optimization

Optimization Algorithm

Top Venues

GECCO Companion

Publications

Raphael Patrick Prager, Heike Trautmann
Exploratory Landscape Analysis for Mixed-Variable Problems. CoRR (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)
Raphael Patrick Prager
Improving Automated Algorithm Selection by Advancing Fitness Landscape Analysis. CoRR (2023)
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)
Raphael Patrick Prager, Heike Trautmann
Investigating the Viability of Existing Exploratory Landscape Analysis Features for Mixed-Integer Problems. GECCO Companion (2023)
Raphael Patrick Prager, Moritz Vinzent Seiler, Heike Trautmann, Pascal Kerschke
Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods. PPSN (1) (2022)
Moritz Vinzent Seiler, Raphael Patrick Prager, Pascal Kerschke, Heike Trautmann
A collection of deep learning-based feature-free approaches for characterizing single-objective continuous fitness landscapes. GECCO (2022)
Lennart Schneider, Lennart Schäpermeier, Raphael Patrick Prager, Bernd Bischl, Heike Trautmann, Pascal Kerschke
HPO ˟ ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis. PPSN (1) (2022)
Moritz Vinzent Seiler, Raphael Patrick Prager, Pascal Kerschke, Heike Trautmann
A Collection of Deep Learning-based Feature-Free Approaches for Characterizing Single-Objective Continuous Fitness Landscapes. CoRR (2022)
Lennart Schneider, Lennart Schäpermeier, Raphael Patrick Prager, Bernd Bischl, Heike Trautmann, Pascal Kerschke
HPO X ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis. CoRR (2022)
Raphael Patrick Prager, Moritz Vinzent Seiler, Heike Trautmann, Pascal Kerschke
Towards Feature-Free Automated Algorithm Selection for Single-Objective Continuous Black-Box Optimization. SSCI (2021)
Raphael Patrick Prager, Heike Trautmann, Hao Wang, Thomas Bäck, Pascal Kerschke
Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis. SSCI (2020)
Raphael Patrick Prager, Laura Troost, Simeon Brüggenjürgen, David Melhart, Georgios N. Yannakakis, Mike Preuss
An Experiment on Game Facet Combination\. CoG (2019)
Raphael Patrick Prager, Heike Trautmann
Nullifying the Inherent Bias of Non-invariant Exploratory Landscape Analysis Features. EvoApplications@EvoStar (2013)