Anh Nguyen
Promovendus/gast
- Naam
- Dr. D.A. Nguyen
- Telefoon
- +31 71 527 4799
- d.a.nguyen@liacs.leidenuniv.nl
- ORCID iD
- 0000-0002-3693-2075
Promovendus/gast
- Wiskunde en Natuurwetenschappen
- Leiden Inst of Advanced Computer Science
- Nguyen D.A. (9 oktober 2024), Efficient tuning of automated machine learning pipelines (Dissertatie. Leiden Institute of Advanced Computer Science (LIACS), Faculty of Science, Leiden University). Promotor(en) en copromotor(en): Bäck T.H.W. & Sendhoff B., Kononova A.V.
- Nguyen D.A., Kononova A.V., Menzel S., Sendhoff B. & Bäck T.H.W. (2022), An efficient contesting procedure for AutoML optimization, IEEE Access 10: 2169-3536.
- Nguyen D.A., Kong J., Wang H., Menzel S., Sendhoff B., Kononova A.V. & Bäck T.H.W. (2021), Improved automated CASH optimization with tree parzen estimators for class imbalance problems, 2021 IEEE 8th international conference on data science and advanced analytics (DSAA). IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA) 6 oktober 2021 - 9 december 2021: Institute of Electrical and Electronics Engineers (IEEE). 1-9.
- Nguyen D.A., Kononova A.V., Menzel S., Sendhoff B. & Bäck T.H.W. (2021), Efficient AutoML via combinational sampling. IEEE Symposium Series on Computational Intelligence (SSCI 2021) 5 december 2021 - 7 december 2021: Institute of Electrical and Electronics Engineers (IEEE).
- Ullah S., Nguyen D.A., Wang H., Menzelx S., Sendhoff B. & Bäck T.H.W. (2020), Exploring dimensionality reduction techniques for efficient surrogate-assisted optimization. IEEE Symposium Series on Computational Intelligence (SSCI) 1 december 2020 - 4 december 2020.
- Kong J., Kowalczyk W.J., Nguyen D.A, Bäck T.H.W. & Menzel S. (2019), Hyperparameter optimisation for improving classification under class imbalance. 2019 IEEE Symposium Series on Computational Intelligence (SSCI) 6 december 2019 - 9 december 2019. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers (IEEE). 3072-3078.