Publications

Charles Moussa, Max Hunter Gordon, Michal Baczyk, M Cerezo, Lukasz Cincio and Patrick J Coles (2023). Resource frugal optimizer for quantum machine learning. Charles Moussa et al 2023 Quantum Sci. Technol. 8 045019.

Charles Moussa, Yash J. Patel, Vedran Dunjko, Thomas Bäck and Jan N. Van Rijn (2023). Hyperparameter importance and optimization of quantum neural networks across small datasets. Moussa, C., Patel, Y.J., Dunjko, V. et al. Hyperparameter importance and optimization of quantum neural networks across small datasets. Mach Learn 113, 1941–1966 (2024)..

Charles Moussa, Hao Wang, Mauricio Araya-Polo, Thomas Bäck, Vedran Dunjko (2023). Application of quantum-inspired generative models to small molecular datasets. C. Moussa, H. Wang, M. Araya-Polo, T. Bäck and V. Dunjko, “Application of quantum-inspired generative models to small molecular datasets,” 2023 IEEE International Conference on Quantum Computing and Engineering (QCE), Bellevue, WA, USA, 2023, pp. 342-348..

Xavier Bonet-Monroig, Hao Wang, Diederick Vermetten, Bruno Senjean, Charles Moussa, Thomas Bäck, Vedran Dunjko, Thomas E O'Brien (2023). Performance comparison of optimization methods on variational quantum algorithms. Phys. Rev. A 107, 032407.

Charles Moussa, Hao Wang, Thomas Bäck and Vedran Dunjko (2022). Unsupervised strategies for identifying optimal parameters in Quantum Approximate Optimization Algorithm. EPJ Quantum Technol. (2022) 9: 11.

Charles Moussa, Hao Wang, Henri Calandra, Thomas Bäck, Vedran Dunjko (2021). Tabu-driven quantum neighborhood samplers. Moussa, C., Wang, H., Calandra, H., Bäck, T., Dunjko, V. (2021). Tabu-Driven Quantum Neighborhood Samplers. In: Zarges, C., Verel, S. (eds) Evolutionary Computation in Combinatorial Optimization. EvoCOP 2021. Lecture Notes in Computer Science(), vol 12692. Springer, Cham..

Charles Moussa, Henri Calandra, Vedran Dunjko (2020). To quantum or not to quantum: towards algorithm selection in near-term quantum optimization. Charles Moussa et al 2020 Quantum Sci. Technol. 5 044009.