The Impact of Hyper-Parameter Tuning for Landscape-Aware Performance
Regression and Algorithm Selection

The Impact of Hyper-Parameter Tuning for Landscape-Aware Performance Regression and Algorithm Selection

19 April 2021

Gorjan Popovski

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Papers citing "The Impact of Hyper-Parameter Tuning for Landscape-Aware Performance Regression and Algorithm Selection"

13 / 13 papers shown

Title
A Survey of Meta-features Used for Automated Selection of Algorithms for Black-box Single-objective Continuous Optimization Gjorgjina Cenikj Ana Nikolikj Gašper Petelin Niki van Stein Carola Doerr T. Eftimov 77 1 0 08 Jun 2024
On Constructing Algorithm Portfolios in Algorithm Selection for Computationally Expensive Black-box Optimization in the Fixed-budget Setting Takushi Yoshikawa Ryoji Tanabe 44 0 0 13 May 2024
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization Ana Kostovska Gjorgjina Cenikj Diederick Vermetten Anja Jankovic Ana Nikolikj Urban Škvorc Peter Korošec Carola Doerr T. Eftimov 73 2 0 14 Oct 2023
Sensitivity Analysis of RF+clust for Leave-one-problem-out Performance Prediction Ana Nikolikj Michal Pluhacek Carola Doerr Peter Korošec T. Eftimov 49 3 0 30 May 2023
DoE2Vec: Deep-learning Based Features for Exploratory Landscape Analysis Bas van Stein Fu Xing Long M. Frenzel Peter Krause M. Gitterle T.H.W. Bäck 50 19 0 31 Mar 2023
RF+clust for Leave-One-Problem-Out Performance Prediction Ana Nikolikj Carola Doerr T. Eftimov 68 6 0 23 Jan 2023
Automated Algorithm Selection for Radar Network Configuration Quentin Renau Johann Dréo A. Peres Y. Semet Carola Doerr Benjamin Doerr 51 4 0 07 May 2022
Benchmarking the Hooke-Jeeves Method, MTS-LS1, and BSrr on the Large-scale BBOB Function Set Ryoji Tanabe 17 0 0 28 Apr 2022
Per-run Algorithm Selection with Warm-starting using Trajectory-based Features Ana Kostovska Anja Jankovic Diederick Vermetten Jacob De Nobel Hao Wang T. Eftimov Carola Doerr 82 37 0 20 Apr 2022
The Importance of Landscape Features for Performance Prediction of Modular CMA-ES Variants Ana Kostovska Diederick Vermetten Jannis Brugger Carola Doerr Peter Korošec T. Eftimov 52 9 0 15 Apr 2022
Explainable Landscape Analysis in Automated Algorithm Performance Prediction R. Trajanov Stefan Dimeski Martin Popovski Peter Korošec T. Eftimov 60 13 0 22 Mar 2022
Explainable Landscape-Aware Optimization Performance Prediction R. Trajanov Stefan Dimeski Martin Popovski Peter Korošec T. Eftimov 71 16 0 22 Oct 2021
Benchmarking Feature-based Algorithm Selection Systems for Black-box Numerical Optimization Ryoji Tanabe 52 15 0 17 Sep 2021