Mitigating barren plateaus with transfer-learning-inspired parameter initializations

DOI10.1088/1367-2630/ACB58EzbMath1510.81048arXiv2112.10952MaRDI QIDQ6042412

Huanyu Liu, Yu-Chun Wu, Unnamed Author, Yongjian Han, Guo-Ping Guo

Publication date: 10 May 2023

Published in: New Journal of Physics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2112.10952

zbMATH Keywords

quantum computationtransfer learningvariational quantum algorithmsbarren plateaus

Mathematics Subject Classification ID

Quantum computation (81P68) Other nonclassical models of computation (68Q09)

Cites Work

• Random quantum circuits are approximate 2-designs
• The theory of variational hybrid quantum-classical algorithms
• Hybrid quantum variational algorithm for simulating open quantum systems with near-term devices

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