Konstantin Dietrich, M.Sc.
© Konstantin Dietrich 04/2023
Research Associate (ScaDS.AI)
NameMr Konstantin Dietrich M.Sc.
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Chair of Big Data Analytics in Transportation
Chair of Big Data Analytics in Transportation
Visiting address:
Bürozentrum Falkenbrunnen (FAL), Room 011b (Ground Floor) Würzburger Str. 35
01187 Dresden
Office hours:
by appointment
- Black Box Optimization Benchmarking (esp. Generation of new Benchmark problems)
- Exploratory Landscape Analysis
- Data Science
- 2017 - 2020:
Master Studies of Physics at the University of Cologne - 2015 - 2016:
Semester Abroad at the University of Liverpool, UK - 2013 - 2017:
Bachelor Studies of Physics at the University of Cologne
2024
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Hybridizing Target- and SHAP-Encoded Features for Algorithm Selection in Mixed-Variable Black-Box Optimization, 7 Sep 2024, Parallel Problem Solving from Nature – PPSN XVIII: 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14–18, 2024, Proceedings, Part II. Affenzeller, M., Winkler, S. M., Kononova, A. V., Bäck, T., Trautmann, H., Tušar, T. & Machado, P. (eds.).p. 154–169, 16 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Impact of Training Instance Selection on Automated Algorithm Selection Models for Numerical Black-box Optimization, 14 Jul 2024, Proceedings of the Genetic and Evolutionary Computation Conference. Association for Computing Machinery (ACM), p. 1007 - 1016, 10 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
2023
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Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features, 30 Aug 2023, FOGA '23: Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms. p. 129-139, 11 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Evaluation of Algorithms from the Nevergrad Toolbox on the Strictly Box-Constrained SBOX-COST Benchmarking Suite, 15 Jul 2023, GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion. 4 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
2022
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Increasing the Diversity of Benchmark Function Sets Through Affine Recombination, 2022, Parallel Problem Solving from Nature – PPSN XVII - 17th International Conference, PPSN 2022, Proceedings. Rudolph, G., Kononova, A. V., Aguirre, H., Kerschke, P., Ochoa, G. & Tušar, T. (eds.).p. 590-602, 13 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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