Open Access
Connecting Ansatz Expressibility to Gradient Magnitudes and Barren Plateaus
1
3
Publication type: Journal Article
Publication date: 2022-01-24
scimago Q1
wos Q1
SJR: 5.341
CiteScore: 20.0
Impact factor: 11.0
ISSN: 26913399
General Medicine
Abstract
A fundamental relationship between expressibility and trainability of an ansatz is derived, providing designing strategies that help to avoid barren plateaus.
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Metrics
368
Total citations:
368
Citations from 2024:
240
(65.21%)
Cite this
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RIS |
BibTex
Cite this
GOST
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Holmes Z. et al. Connecting Ansatz Expressibility to Gradient Magnitudes and Barren Plateaus // PRX Quantum. 2022. Vol. 3. No. 1. 010313
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Holmes Z., Sharma K., Cerezo M., Coles P. J. Connecting Ansatz Expressibility to Gradient Magnitudes and Barren Plateaus // PRX Quantum. 2022. Vol. 3. No. 1. 010313
Cite this
RIS
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TY - JOUR
DO - 10.1103/prxquantum.3.010313
UR - https://doi.org/10.1103/prxquantum.3.010313
TI - Connecting Ansatz Expressibility to Gradient Magnitudes and Barren Plateaus
T2 - PRX Quantum
AU - Holmes, Zoë
AU - Sharma, Kunal
AU - Cerezo, M
AU - Coles, Patrick J.
PY - 2022
DA - 2022/01/24
PB - American Physical Society (APS)
IS - 1
VL - 3
SN - 2691-3399
ER -
Cite this
BibTex (up to 50 authors)
Copy
@article{2022_Holmes,
author = {Zoë Holmes and Kunal Sharma and M Cerezo and Patrick J. Coles},
title = {Connecting Ansatz Expressibility to Gradient Magnitudes and Barren Plateaus},
journal = {PRX Quantum},
year = {2022},
volume = {3},
publisher = {American Physical Society (APS)},
month = {jan},
url = {https://doi.org/10.1103/prxquantum.3.010313},
number = {1},
pages = {010313},
doi = {10.1103/prxquantum.3.010313}
}