Sibghat Ullah
PhD candidate/ guest
- Name
- Dr. S. Ullah
- Telephone
- +31 71 527 4799
- s.ullah@liacs.leidenuniv.nl
PhD candidate/ guest
- Science
- 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). Supervisor(s) and Co-supervisor(s): 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. (Eds.), Lecture notes in computer science (LNCS). 17th International Conference on Parallel Problem Solving from Nature 10 September 2022 - 14 September 2022 no. 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. (Ed.), Gecco '21: proceedings of the genetic and evolutionary computation conference companion. GECCO '21: Genetic and Evolutionary Computation Conference 10 July 2021 - 14 July 2021. New York: ACM. 1344-1345.
- 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 July 2020 - 24 July 2020: IEEE. 1-9.
- 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. 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.
No relevant ancillary activities