Sibghat Ullah
Promovendus/ gast
- Naam
- Dr. S. Ullah
- Telefoon
- +31 71 527 4799
- s.ullah@liacs.leidenuniv.nl
Promovendus/ gast
- Wiskunde en Natuurwetenschappen
- Leiden Inst of Advanced Computer Science
- Ullah S. (27 september 2023), Model-assisted robust optimization for continuous black-box problems (Dissertatie. Leiden Institute of Advanced Computer Science (LIACS), Faculty of Science, Leiden University). Promotor(en) en copromotor(en): Bäck T.H.W. & Sendhoff B., Wang H.
- Ullah S., Wang H., Menzel S., Sendhoff B. & Bäck T.H.W. (2022), A systematic approach to analyze the computational cost of robustness in model-assisted robust optimization: a systematic approach to analyze the computational cost. Rudolph G., Kononova A.V., Aguirre H., Kerschke P., Ochoa G. & Tušar T. (red.), Lecture notes in computer science (LNCS). 17th International Conference on Parallel Problem Solving from Nature 10 september 2022 - 14 september 2022 nr. 13398. Cham: Springer. 63-75.
- Ullah S., Wang H., Menzel S, Sendhoff B. & Bäck T.H.W. (2021), A new acquisition function for robust Bayesian optimization of unconstrained problems. Chicano F. (red.), Gecco '21: proceedings of the genetic and evolutionary computation conference companion. GECCO '21: Genetic and Evolutionary Computation Conference 10 juli 2021 - 14 juli 2021. New York: ACM. 1344-1345.
- 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.
- Ullah S., Xu Z., Wang H., Menzel S., Sendhoff B. & Bäck T. (2020), Exploring clinical time series forecasting with meta-features in variational recurrent models, 2020 International Joint Conference on Neural Networks (IJCNN). 2020 International Joint Conference on Neural Networks (IJCNN) 19 juli 2020 - 24 juli 2020: IEEE. 1-9.
- Ullah S. Wang H. Menzel S. Sendhoff B. Bäck T.H.W. (2019), An empirical comparison of meta-modeling techniques for robust design optimization. 2019 IEEE Symposium Series on Computational Intelligence (SSCI) 6 december 2019 - 9 december 2019. Piscataway, New Jersey: Institute of Electrical and Electronics Engineers. 819-828.