Steven Adriaensen

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 12

Top Topics

Iterated Local Search

Comparative Study

Simulated Annealing

Top Venues

Publications

Herilalaina Rakotoarison, Steven Adriaensen, Neeratyoy Mallik, Samir Garibov, Edward Bergman, Frank Hutter
In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization. CoRR (2024)
Steven Adriaensen, Herilalaina Rakotoarison, Samuel Müller, Frank Hutter
Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks. CoRR (2023)
Steven Adriaensen, Herilalaina Rakotoarison, Samuel Müller, Frank Hutter
Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks. NeurIPS (2023)
Steven Adriaensen, André Biedenkapp, Gresa Shala, Noor H. Awad, Theresa Eimer, Marius Lindauer, Frank Hutter
Automated Dynamic Algorithm Configuration. CoRR (2022)
Steven Adriaensen, André Biedenkapp, Gresa Shala, Noor H. Awad, Theresa Eimer, Marius Lindauer, Frank Hutter
Automated Dynamic Algorithm Configuration. J. Artif. Intell. Res. 75 (2022)
Theresa Eimer, André Biedenkapp, Maximilian Reimer, Steven Adriaensen, Frank Hutter, Marius Lindauer
DACBench: A Benchmark Library for Dynamic Algorithm Configuration. IJCAI (2021)
Theresa Eimer, André Biedenkapp, Maximilian Reimer, Steven Adriaensen, Frank Hutter, Marius Lindauer
DACBench: A Benchmark Library for Dynamic Algorithm Configuration. CoRR (2021)
Gresa Shala, André Biedenkapp, Noor H. Awad, Steven Adriaensen, Marius Lindauer, Frank Hutter
Learning Step-Size Adaptation in CMA-ES. PPSN (1) (2020)
Steven Adriaensen, Filip Moons, Ann Nowé
An Importance Sampling Approach to the Estimation of Algorithm Performance in Automated Algorithm Design. LION (2017)
Steven Adriaensen, Ann Nowé
Case study: An analysis of accidental complexity in a state-of-the-art hyper-heuristic for HyFlex. CEC (2016)
Steven Adriaensen, Ann Nowé
Towards a White Box Approach to Automated Algorithm Design. IJCAI (2016)
Steven Adriaensen, Gabriela Ochoa, Ann Nowé
A benchmark set extension and comparative study for the HyFlex framework. CEC (2015)
Steven Adriaensen, Tim Brys, Ann Nowé
Designing reusable metaheuristic methods: A semi-automated approach. IEEE Congress on Evolutionary Computation (2014)
Steven Adriaensen, Tim Brys, Ann Nowé
Fair-share ILS: a simple state-of-the-art iterated local search hyperheuristic. GECCO (2014)