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Reinforcement learning for optimization of variational quantum circuit architectures2021 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Mateusz Ostaszewski, Lea M. Trenkwalder, Wojciech Masarczyk, Eleanor Scerri, Vedran Dunjko
50citations -
Trainability maximization using estimation of distribution algorithms assisted by surrogate modelling for quantum architecture search2024 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Vicente P. Soloviev, Vedran Dunjko, Concha Bielza, Pedro Larrañaga, Hao Wang
0citations -
Improving Quantum Multi-Objective Optimization with Archiving and Substitution2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Linus Ekstrøm, Takafumi Hosogi, Xavier Bonet-Monroig, Hao Wang, Thomas Bäck, Sebastian Schmitt
0citations -
Improving Quantum Multi-Objective Optimization with Archiving and Substitution2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Linus Ekstrøm, Takafumi Hosogi, Xavier Bonet-Monroig, Hao Wang, Thomas Bäck, Sebastian Schmitt
0citations -
One More Time: Revisiting Neural Quantum States from a Reinforcement Learning Perspective2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Juan Agustin Duque, Sergio García Heredia, Vinicius Hernandes, Eliška Greplová, Thomas Spriggs, Aaron Courville, +1 more
0citations -
MSA$^2$Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation2024 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Sina Ghorbani Kolahi, S. Kamal Chaharsooghi, Toktam Khatibi, Afshin Bozorgpour, Reza Azad, Moein Heidari, +2 more
6citations -
Learning to generate high-dimensional distributions with low-dimensional quantum Boltzmann machines2024 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Cenk Tüysüz, Maria Demidik, Luuk Coopmans, Enrico Rinaldi, V. Croft, Y. Haddad, +2 more
1citations