Manuel S. Rudolph
Manuel S. Rudolph
PhD Candidate at EPFL working on quantum computing algorithms
Verified email at - Homepage
Cited by
Cited by
Generation of High Resolution Handwritten Digits with an Ion-Trap Quantum Computer
MS Rudolph, NT Bashige, A Katabarwa, S Johri, B Peropadre, ...
Phys. Rev. X 12, 031010, 2020
Synergistic pretraining of parametrized quantum circuits via tensor networks
MS Rudolph, J Miller, D Motlagh, J Chen, A Acharya, A Perdomo-Ortiz
Nature Communications 14 (1), 8367, 2023
Decomposition of matrix product states into shallow quantum circuits
MS Rudolph, J Chen, J Miller, A Acharya, A Perdomo-Ortiz
Quantum Science and Technology 9 (1), 015012, 2023
Does provable absence of barren plateaus imply classical simulability? Or, why we need to rethink variational quantum computing
M Cerezo, M Larocca, D García-Martín, NL Diaz, P Braccia, E Fontana, ...
arXiv preprint arXiv:2312.09121, 2023
Trainability barriers and opportunities in quantum generative modeling
MS Rudolph, S Lerch, S Thanasilp, O Kiss, S Vallecorsa, M Grossi, ...
arXiv preprint arXiv:2305.02881, 2023
ORQVIZ: Visualizing High-Dimensional Landscapes in Variational Quantum Algorithms
MS Rudolph, S Sim, A Raza, M Stechly, JR McClean, ER Anschuetz, ...
arXiv preprint arXiv:2111.04695, 2021
The power and limitations of learning quantum dynamics incoherently
S Jerbi, J Gibbs, MS Rudolph, MC Caro, PJ Coles, HY Huang, Z Holmes
arXiv preprint arXiv:2303.12834, 2023
Classical surrogate simulation of quantum systems with LOWESA
MS Rudolph, E Fontana, Z Holmes, L Cincio
arXiv preprint arXiv:2308.09109, 2023
Classical simulations of noisy variational quantum circuits
E Fontana, MS Rudolph, R Duncan, I Rungger, C Cîrstoiu
arXiv preprint arXiv:2306.05400, 2023
Data re-uploading with a single qudit
NL Wach, MS Rudolph, F Jendrzejewski, S Schmitt
arXiv preprint arXiv:2302.13932, 2023
Qubit seriation: Improving data-model alignment using spectral ordering
A Acharya, M Rudolph, J Chen, J Miller, A Perdomo-Ortiz
arXiv preprint arXiv:2211.15978, 2022
Connecting the Hamiltonian structure to the QAOA energy and Fourier landscape structure
M Stęchły, L Gao, B Yogendran, E Fontana, M Rudolph
arXiv preprint arXiv:2305.13594, 2023
Master Thesis: Exploring and Benchmarking Quantum-assisted Neural Networks with Qubit Layers
MS Rudolph
Department of Physics and Astronomy, University Heidelberg, 2020
Comparing Generalization Performances of Quantum and Classical Generative Models
M Hibat-Allah, M Mauri, M Rudolph, A Perdomo-Ortiz
Bulletin of the American Physical Society, 2023
Can we run quantum circuits on ultra-cold atom devices?
F Jendrzejewski, M Rudolph
Authorea Preprints, 2020
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Articles 1–15