Quantum generative adversarial networks based on Rényi divergences

DOI10.1016/j.physa.2022.128169OpenAlexW4296125208WikidataQ114142187 ScholiaQ114142187MaRDI QIDQ2096733

Yanyan Li

Publication date: 11 November 2022

Published in: Physica A (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.physa.2022.128169

zbMATH Keywords

quantum algorithmquantum machine learningquantum generative adversarial networks

Mathematics Subject Classification ID

Statistical mechanics, structure of matter (82-XX)

Uses Software

• SeqGAN
• CycleGAN
• pix2pix
• StyleGAN
• BAGAN

Cites Work

• Unnamed Item
• Strong converse for the classical capacity of entanglement-breaking and Hadamard channels via a sandwiched Rényi relative entropy
• Quasi-entropies for finite quantum systems
• Quantum generative adversarial network for generating discrete distribution
• Rapid solution of problems by quantum computation
• Toward the first quantum simulation with quantum speedup
• On quantum Rényi entropies: A new generalization and some properties

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