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Zoe Holmes
Zoe Holmes
Assistant Prof, EPFL
Geverifieerd e-mailadres voor epfl.ch
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Connecting ansatz expressibility to gradient magnitudes and barren plateaus
Z Holmes, K Sharma, M Cerezo, PJ Coles
PRX quantum 3 (1), 010313, 2022
6122022
Variational fast forwarding for quantum simulation beyond the coherence time
C Cirstoiu, Z Holmes, J Iosue, L Cincio, PJ Coles, A Sornborger
npj Quantum Information 6 (1), 82, 2020
221*2020
Equivalence of quantum barren plateaus to cost concentration and narrow gorges
A Arrasmith, Z Holmes, M Cerezo, PJ Coles
Quantum Science and Technology 7 (4), 045015, 2022
1622022
Barren plateaus preclude learning scramblers
Z Holmes, A Arrasmith, B Yan, PJ Coles, A Albrecht, AT Sornborger
Physical Review Letters 126 (19), 190501, 2021
1502021
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
1432023
A review of barren plateaus in variational quantum computing
M Larocca, S Thanasilp, S Wang, K Sharma, J Biamonte, PJ Coles, ...
arXiv preprint arXiv:2405.00781, 2024
1252024
Quantum computing for high-energy physics: State of the art and challenges
A Di Meglio, K Jansen, I Tavernelli, C Alexandrou, S Arunachalam, ...
PRX Quantum 5 (3), 037001, 2024
1202024
Exponential concentration in quantum kernel methods
S Thanasilp, S Wang, M Cerezo, Z Holmes
Nature communications 15 (1), 5200, 2024
1092024
Out-of-distribution generalization for learning quantum dynamics
MC Caro, HY Huang, N Ezzell, J Gibbs, AT Sornborger, L Cincio, ...
Nature Communications 14 (1), 3751, 2023
1002023
Long-time simulations with high fidelity on quantum hardware
J Gibbs, K Gili, Z Holmes, B Commeau, A Arrasmith, L Cincio, PJ Coles, ...
arXiv preprint arXiv:2102.04313, 2021
78*2021
Reformulation of the no-free-lunch theorem for entangled datasets
K Sharma, M Cerezo, Z Holmes, L Cincio, A Sornborger, PJ Coles
Physical Review Letters 128 (7), 070501, 2022
742022
Variational hamiltonian diagonalization for dynamical quantum simulation
B Commeau, M Cerezo, Z Holmes, L Cincio, PJ Coles, A Sornborger
arXiv preprint arXiv:2009.02559, 2020
692020
Dynamical simulation via quantum machine learning with provable generalization
J Gibbs, Z Holmes, MC Caro, N Ezzell, HY Huang, L Cincio, ...
Physical Review Research 6 (1), 013241, 2024
432024
Quantum algorithms from fluctuation theorems: Thermal-state preparation
Z Holmes, G Muraleedharan, RD Somma, Y Subasi, B Şahinoğlu
Quantum 6, 825, 2022
402022
Nonlinear transformations in quantum computation
Z Holmes, NJ Coble, AT Sornborger, Y Subaşı
Physical Review Research 5 (1), 013105, 2023
382023
Universal compiling and (no-) free-lunch theorems for continuous-variable quantum learning
T Volkoff, Z Holmes, A Sornborger
PRX Quantum 2 (4), 040327, 2021
342021
Classical surrogate simulation of quantum systems with LOWESA
MS Rudolph, E Fontana, Z Holmes, L Cincio
arXiv preprint arXiv:2308.09109, 2023
332023
Trainability barriers and opportunities in quantum generative modeling
MS Rudolph, S Lerch, S Thanasilp, O Kiss, O Shaya, S Vallecorsa, ...
npj Quantum Information 10 (1), 116, 2024
322024
Coherent fluctuation relations: from the abstract to the concrete
Z Holmes, S Weidt, D Jennings, J Anders, F Mintert
Quantum 3, 124, 2019
322019
Quantum mixed state compiling
N Ezzell, EM Ball, AU Siddiqui, MM Wilde, AT Sornborger, PJ Coles, ...
Quantum Science and Technology 8 (3), 035001, 2023
272023
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Artikelen 1–20