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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 -
End-to-end resource analysis for quantum interior point methods and portfolio optimization2022 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Alexander M. Dalzell, B. D. Clader, Grant Salton, Mario Berta, Cedric Yen-Yu Lin, David A. Bader, +5 more
3citations -
Quadratic Sums-of-Powers for Fixed-Parameter Tractable Quantum-Circuit Simulation2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Alexis de Colnet, Floris Geerts, Rihan Hai, Alfons Laarman, Joon Hyung Lee, Guillermo A. Pérez
0citations -
Quantum multi-output Gaussian Processes based Machine Learning for Line Parameter Estimation in Electrical Grids2024 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Priyanka Arkalgud Ganeshamurthy, Kumar Ghosh, Corey O’Meara, G. Cortiana, Jan Schiefelbein-Lach, Antonello Monti
0citations -
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 -
Optimizing and Comparing Quantum Resources of Statistical Phase Estimation and Krylov Subspace Diagonalization2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Oumarou Oumarou, Pauline J. Ollitrault, Stefano Polla, Christian Gogolin
0citations -
Curriculum reinforcement learning for quantum architecture search under hardware errors2024 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Yash J. Patel, Akash Kundu, Mateusz Ostaszewski, Xavier Bonet-Monroig, Vedran Dunjko, Onur Danaci
7citations