Steven Adriaensen

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Frank HutterELLIS Institute Tübingen & Professor, University of Freiburg, GermanyEmail yang diverifikasi di cs.uni-freiburg.de
Nowe AnnGewoon hoogleraarEmail yang diverifikasi di vub.be
Jerry SwanCEO, Hylomorph SolutionsEmail yang diverifikasi di hylomorph-solutions.com
Kevin HammondHead of Software Engineering (Cardano Core), IOGEmail yang diverifikasi di iohk.io
Marius LindauerLeibniz University Hannover (Germany), Institute of Artificial Intelligence LUH|AI, L3S ResearchEmail yang diverifikasi di ai.uni-hannover.de
André BiedenkappUniversity of FreiburgEmail yang diverifikasi di cs.uni-freiburg.de
David R WhiteFormer AcademicEmail yang diverifikasi di sheffield.ac.uk
Gresa ShalaPhD candidate, University of FreiburgEmail yang diverifikasi di informatik.uni-freiburg.de
Noor AwadPostdoctoral Research Fellow, University of FreiburgEmail yang diverifikasi di cs.uni-freiburg.de
Theresa EimerRL Team Lead, Leibniz Universität HannoverEmail yang diverifikasi di ai.uni-hannover.de
Tim BrysVrije Universiteit Brussel; Action Research AssociatesEmail yang diverifikasi di ai.vub.ac.be
Ahmed KheiriUniversity of ManchesterEmail yang diverifikasi di manchester.ac.uk
Colin JohnsonUniversity of NottinghamEmail yang diverifikasi di nottingham.ac.uk
Faustyna KrawiecPhD Student, University of CambridgeEmail yang diverifikasi di cam.ac.uk
Stefan VoßProfessor of Information Systems, University of HamburgEmail yang diverifikasi di uni-hamburg.de
Juan J. Merelo GuervósUniversity of GranadaEmail yang diverifikasi di ugr.es
Alexander E.I. BrownleeSenior Lecturer, University of Stirling, previously Loughborough, Robert GordonEmail yang diverifikasi di cs.stir.ac.uk
Pablo García-Sánchez (ORCID:0000-...Universidad de GranadaEmail yang diverifikasi di ugr.es
Kenneth SörensenUniversity of AntwerpEmail yang diverifikasi di uantwerpen.be
Ender ÖzcanProfessor of Computer Science and Operations Research, University of NottinghamEmail yang diverifikasi di nottingham.ac.uk

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Steven Adriaensen

Interim Professor, Albert-Ludwigs-Universität Freiburg

Email yang diverifikasi di informatik.uni-freiburg.de - Beranda

Automated Algorithm Design Artificial Intelligence Optimization Machine Learning Algorithmics


Judul Urutkan menurut kutipan Urutkan menurut tahun Urutkan menurut judul	Dikutip oleh Dikutip oleh	Tahun
Metaheuristics “in the large” J Swan, S Adriaensen, AEI Brownlee, K Hammond, CG Johnson, A Kheiri, ... European Journal of Operational Research 297 (2), 393-406, 2022	112	2022
A research agenda for metaheuristic standardization J Swan, S Adriaensen, M Bishr, EK Burke, JA Clark, P De Causmaecker, ... Proceedings of the XI metaheuristics international conference, 1-3, 2015	58	2015
Automated dynamic algorithm configuration S Adriaensen, A Biedenkapp, G Shala, N Awad, T Eimer, M Lindauer, ... Journal of Artificial Intelligence Research 75, 1633-1699, 2022	46	2022
Learning step-size adaptation in CMA-ES G Shala, A Biedenkapp, N Awad, S Adriaensen, M Lindauer, F Hutter Parallel Problem Solving from Nature–PPSN XVI: 16th International Conference …, 2020	39	2020
Fair-share ILS: a simple state-of-the-art iterated local search hyperheuristic S Adriaensen, T Brys, A Nowé Proceedings of the 2014 annual conference on genetic and evolutionary …, 2014	38	2014
A benchmark set extension and comparative study for the hyflex framework S Adriaensen, G Ochoa, A Nowé 2015 IEEE Congress on Evolutionary Computation (CEC), 784-791, 2015	34	2015
Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks S Adriaensen, H Rakotoarison, S Müller, F Hutter Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS …, 2023	31	2023
DACBench: A benchmark library for dynamic algorithm configuration T Eimer, A Biedenkapp, M Reimer, S Adriaensen, F Hutter, M Lindauer Proceedings of the Thirtieth International Joint Conference on Artificial …, 2021	26	2021
Case study: An analysis of accidental complexity in a state-of-the-art hyper-heuristic for HyFlex S Adriaensen, A Nowé 2016 IEEE Congress on Evolutionary Computation (CEC), 1485-1492, 2016	18	2016
Designing reusable metaheuristic methods: A semi-automated approach S Adriaensen, T Brys, A Nowé 2014 IEEE Congress on Evolutionary Computation (CEC), 2969-2976, 2014	18	2014
Towards a White Box Approach to Automated Algorithm Design. S Adriaensen, A Nowé IJCAI, 554-560, 2016	16	2016
In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization H Rakotoarison, S Adriaensen, N Mallik, S Garibov, E Bergman, F Hutter Forty-first International Conference on Machine Learning, 2024	10	2024
Extending the “open-closed principle” to automated algorithm configuration J Swan, S Adriænsen, AD Barwell, K Hammond, DR White Evolutionary computation 27 (1), 173-193, 2019	5	2019
An importance sampling approach to the estimation of algorithm performance in automated algorithm design S Adriaensen, F Moons, A Nowé International Conference on Learning and Intelligent Optimization, 3-17, 2017	2	2017
On the Semi-automated Design of Reusable Heuristics S Adriaensen Vrije Universiteit Brussel, 2018	1	2018
Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning Dynamics I Das, M Safari, S Adriaensen, F Hutter arXiv preprint arXiv:2502.03654, 2025		2025
NOSBench-101: Towards Reproducible Neural Optimizer Search G Karakasli, S Adriaensen, F Hutter AutoML Conference 2024 (Workshop Track), 2024		2024
From Epoch to Sample Size: Developing New Data-driven Priors for Learning Curve Prior-Fitted Networks TJ Viering, S Adriaensen, H Rakotoarison, F Hutter AutoML Conference 2024 (Workshop Track), 2024		2024
On Task Scheduling Policies for Work-Stealing Schedulers S Adriaensen, Y Fathy, A Nowé Proceedings of the Multidisciplinary International Conference on Scheduling …, 2015		2015

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