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2020 – today
- 2024
[c10]Herilalaina Rakotoarison, Steven Adriaensen, Neeratyoy Mallik, Samir Garibov, Eddie Bergman, Frank Hutter:
In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization. ICML 2024- [i4]Herilalaina Rakotoarison, Steven Adriaensen, Neeratyoy Mallik, Samir Garibov, Edward Bergman, Frank Hutter:
In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization. CoRR abs/2404.16795 (2024) - 2023
- [c9]Steven Adriaensen, Herilalaina Rakotoarison, Samuel Müller, Frank Hutter:
Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks. NeurIPS 2023 - [i3]Steven Adriaensen, Herilalaina Rakotoarison, Samuel Müller, Frank Hutter:
Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks. CoRR abs/2310.20447 (2023) - 2022
- [j1]Steven Adriaensen, André Biedenkapp
, Gresa Shala, Noor H. Awad, Theresa Eimer, Marius Lindauer, Frank Hutter:
Automated Dynamic Algorithm Configuration. J. Artif. Intell. Res. 75: 1633-1699 (2022) - [i2]Steven Adriaensen, André Biedenkapp, Gresa Shala, Noor H. Awad, Theresa Eimer, Marius Lindauer, Frank Hutter:
Automated Dynamic Algorithm Configuration. CoRR abs/2205.13881 (2022) - 2021
- [c8]Theresa Eimer, André Biedenkapp, Maximilian Reimer, Steven Adriaensen, Frank Hutter, Marius Lindauer:
DACBench: A Benchmark Library for Dynamic Algorithm Configuration. IJCAI 2021: 1668-1674 - [i1]Theresa Eimer, André Biedenkapp, Maximilian Reimer, Steven Adriaensen, Frank Hutter, Marius Lindauer:
DACBench: A Benchmark Library for Dynamic Algorithm Configuration. CoRR abs/2105.08541 (2021) - 2020
- [c7]Gresa Shala, André Biedenkapp, Noor H. Awad, Steven Adriaensen, Marius Lindauer, Frank Hutter:
Learning Step-Size Adaptation in CMA-ES. PPSN (1) 2020: 691-706
2010 – 2019
- 2017
- [c6]Steven Adriaensen, Filip Moons, Ann Nowé:
An Importance Sampling Approach to the Estimation of Algorithm Performance in Automated Algorithm Design. LION 2017: 3-17 - 2016
- [c5]Steven Adriaensen, Ann Nowé:
Case study: An analysis of accidental complexity in a state-of-the-art hyper-heuristic for HyFlex. CEC 2016: 1485-1492 - [c4]Steven Adriaensen, Ann Nowé:
Towards a White Box Approach to Automated Algorithm Design. IJCAI 2016: 554-560 - 2015
- [c3]Steven Adriaensen, Gabriela Ochoa, Ann Nowé:
A benchmark set extension and comparative study for the HyFlex framework. CEC 2015: 784-791 - 2014
- [c2]Steven Adriaensen, Tim Brys, Ann Nowé:
Designing reusable metaheuristic methods: A semi-automated approach. IEEE Congress on Evolutionary Computation 2014: 2969-2976 - [c1]Steven Adriaensen, Tim Brys, Ann Nowé:
Fair-share ILS: a simple state-of-the-art iterated local search hyperheuristic. GECCO 2014: 1303-1310
Coauthor Index
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