Postdoctoral Research Fellow
Since Dec 2018 I have been a postdoctoral research fellow at the machine learning group under the supervision of Frank Hutter. Before that I completed my PhD degree in computer engineering from Nanyang Technological University.
I am interested in all facets of evolutionary computation. My research focuses on how to use evolutionary algorithms to solve optimization problems and many real-world applications. More precisely my research areas include:
- Numerical Optimization
- Hyperparameter Optimization
- Meta Learning
- Automated Machine Learning
- Fairnes in ML
Automated Dynamic Algorithm Configuration Journal Article
In: arXiv:2205.13881, 2022.
In: Vanschoren, J.; Yeung, S. (Ed.): Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks, 2021.
In: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI'21), ijcai.org, 2021.
Learning Step-Size Adaptation in CMA-ES Inproceedings
In: Proceedings of the Sixteenth International Conference on Parallel Problem Solving from Nature (PPSN'20), 2020.
Differential Evolution for Neural Architecture Search Inproceedings
In: Proceedings of the 1st workshop on neural architecture search(@ICLR'20), 2020.
In: Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI’19), 2019.
In: NeurIPS 2019 Workshop on Meta-Learning, 2019.