Charles Moussa
PhD candidate/ Guest
- Name
- Dr. C. Moussa
- Telephone
- +31 71 527 2727
- c.moussa@liacs.leidenuniv.nl
- ORCID iD
- 0000-0002-5387-564X
PhD candidate/ Guest
- Faculty of Science
- Leiden Inst of Advanced Computer Science
- Moussa C., Patel Y.J., Dunjko V., Bäck T.H.W. & Rijn J.N. van (2024), Hyperparameter importance and optimization of quantum neural networks across small datasets, Machine Learning 113(4): 1941-1966.
- Moussa C. (11 October 2023), Algorithm selection and configuration for Noisy Intermediate Scale Quantum methods for industrial applications (Dissertatie. Leiden Institute of Advanced Computer Science (LIACS), Faculty of Science, Leiden University). Supervisor(s): Dunjko V. & Bäck T.W.H.
- Bonet-Monroig X., Wang H., Vermetten D.L., Senjean B., Moussa C., Bäck T.H.W., Dunjko V. & O'Brien T.E. (2023), Performance comparison of optimization methods on variational quantum algorithms, Physical Review A 107(3): 032407.
- Moussa C., Gordon M.H., Baczyk M., Cerezo M., Cincio L. & Coles P.J. (2023), Resource frugal optimizer for quantum machine learning. arXiv. [working paper].
- Moussa C., Wang H., Bäck T.H.W. & Dunjko V (2022), Unsupervised strategies for identifying optimal parameters in Quantum Approximate Optimization Algorithm, EPJ Quantum Technology 9: 11.
- Moussa C., Rijn J.N. van, Bäck T.H.W. & Dunjko V. (2022), Hyperparameter importance of quantum neural networks across small datasets. Pascal P. & Ienco D. (Eds.), Discovery Science. International Conference on Discovery Science 2022 10 October 2022 - 12 October 2022 no. 13601. Cham: Springer. 32-46.
- Moussa C., Calandra H. & Dunjko V. (2020), To quantum or not to quantum: towards algorithm selection in near-term quantum optimization, Quantum Science and Technology 5(4): 044009.
- Moussa C., Wang H., Calandra H., Bäck T.H.W. & Dunjko V. (2020), Tabu-driven quantum neighborhood samplers. Zarges C. & Verel S. (Eds.), Evolutionary computation in combinatorial optimization. 21st European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2021 7 April 2021 - 9 April 2021. arXiv no. 12692. Cham: Springer. 100-119.
- Moussa C., Calandra H. & Humble T.S. (2019), Function Maximization with Dynamic Quantum Search. Feld S. & Linnhoff-Popien C. (Eds.), Quantum Technology and Optimization Problems. QTOP 2019 18 March 2019 - 21 March 2019 no. LNCS 11413. Cham: Springer International Publishing. 86-95.
No relevant ancillary activities