Information compression via hidden subgroup quantum autoencoders

Abstract We design a quantum method for classical information compression that exploits the hidden subgroup quantum algorithm. We consider sequence data in a database with a priori unknown symmetries of the hidden subgroup type. We prove that data with a given group structure can be compressed with...

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Váldodahkkit: Feiyang Liu, Kaiming Bian, Fei Meng, Wen Zhang, Oscar Dahlsten
Materiálatiipa: Artihkal
Giella:English
Almmustuhtton: Nature Portfolio 2024-08-01
Ráidu:npj Quantum Information
Liŋkkat:https://doi.org/10.1038/s41534-024-00865-2