Samson Wang
Samson Wang
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Noise-induced barren plateaus in variational quantum algorithms
S Wang, E Fontana, M Cerezo, K Sharma, A Sone, L Cincio, PJ Coles
Nature Communications 12 (1), 1-11, 2021
Absence of barren plateaus in quantum convolutional neural networks
A Pesah, M Cerezo, S Wang, T Volkoff, AT Sornborger, PJ Coles
Physical Review X 11 (4), 041011, 2021
Can error mitigation improve trainability of noisy variational quantum algorithms?
S Wang, P Czarnik, A Arrasmith, M Cerezo, L Cincio, PJ Coles
Quantum 8, 1287, 2024
Exponential concentration and untrainability in quantum kernel methods
S Thanasilp, S Wang, M Cerezo, Z Holmes
arXiv preprint arXiv:2208.11060, 2022
Subtleties in the trainability of quantum machine learning models
S Thanasilp, S Wang, NA Nghiem, P Coles, M Cerezo
Quantum Machine Intelligence 5 (1), 21, 2023
Quantum algorithms: A survey of applications and end-to-end complexities
AM Dalzell, S McArdle, M Berta, P Bienias, CF Chen, A Gilyén, CT Hann, ...
arXiv preprint arXiv:2310.03011, 2023
The battle of clean and dirty qubits in the era of partial error correction
D Bultrini, S Wang, P Czarnik, MH Gordon, M Cerezo, PJ Coles, L Cincio
Quantum 7, 1060, 2023
Qubit-Efficient Randomized Quantum Algorithms for Linear Algebra
S Wang, S McArdle, M Berta
arXiv preprint arXiv:2302.01873, 2023
A framework of partial error correction for intermediate-scale quantum computers
N Koukoulekidis, S Wang, T O'Leary, D Bultrini, L Cincio, P Czarnik
arXiv preprint arXiv:2306.15531, 2023
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