Papers citing 'To Switch or not to Switch: Predicting the Benefit of Switching between Algorithms based on Trajectory Features'

Title
Greedy Restart Schedules: A Baseline for Dynamic Algorithm Selection on Numerical Black-box Optimization ProblemsAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2025 Lennart Schäpermeier 198 0 0 15 Apr 2025
Online Meta-learning for AutoML in Real-time (OnMAR) Mia Gerber Anna Sergeevna Bosman J. D. Villiers OffRL 229 0 0 27 Feb 2025
Algorithm Selection with Probing Trajectories: Benchmarking the Choice of Classifier Model Quentin Renau E. Hart 228 0 0 20 Jan 2025
Identifying Easy Instances to Improve Efficiency of ML Pipelines for Algorithm-Selection Quentin Renau Emma Hart 166 1 0 24 Jun 2024
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 166 3 0 08 Jun 2024
Temporal True and Surrogate Fitness Landscape Analysis for Expensive Bi-Objective OptimisationAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2024 Cedric J. Rodriguez Sarah L. Thomson Tanja Alderliesten Peter A. N. Bosman 196 2 0 09 Apr 2024
On the Utility of Probing Trajectories for Algorithm-Selection Quentin Renau Emma Hart 188 9 0 23 Jan 2024