Staff
M.Sc. Dmytro Pukhkaiev
Contact information
| Email: | |
| Phone: | (+49) 351 463 38493 |
| Fax: | (+49) 351 463 38459 |
| Address: | Zi. APB 2080 Nöthnitzer Str. 46 01187 Dresden |
| Consultation: |
Publications
List of last publications
- Combined Selection and Parameter Control of Meta-heuristics, (Dmytro Pukhkaiev and Yevhenii Semendiak and Sebastian Götz and Uwe Aßmann), 2020 IEEE Symposium Series on Computational Intelligence (SSCI)
- To Measure or not to Measure? Adaptive Repetition Management in Parameter Tuning, (Dmytro Pukhkaiev and Yevhenii Semendiak and Uwe Aßmann), 2020 IEEE Symposium Series on Computational Intelligence (SSCI)
- Parameter Tuning for Self-optimizing Software at Scale, (Dmytro Pukhkaiev and Uwe Aßmann), Workshop on Model Selection and Parameter Tuning in Recommender Systems (MoST-Rec) @ CIKM’19, Beijing, China, November 2019.
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Research projects
List of last projects
Teaching
Academic Year 2020/2021
| Winter Semester | Summer Semester |
|---|---|
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[more]
Students' theses
Current students' theses
| Kind | Topic | Student |
|---|---|---|
| MA | Transfer Learning for Multi-surrogate-model Optimization | Nataliia Gvozdetska |
| MA | Capturing Variability of Dynamic Multi-model Surrogate Optimization | Volodymyr Prokopets |
Past students' theses
| Kind | Topic | Student |
|---|---|---|
| MA | From Parameter Tuning to Dynamic Heuristic Selection | Yevhenii Semendiak |
| MA | Systematic Parameter Tuning of Genetic Optimization Approaches | Roman Kosovnenko |
| MA | Compositional Multi-objective Parameter Tuning | Oleksandr Husak |
| MA | Parameter Tuning in Combinatorial Search Spaces | Ievgeniia Svetsynska |
| MA | Dependencies and Interactions of Energy-efficient Software | Sergii Shchaslyvyi |