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Home/Authors/Dominic Lowe

Dominic Lowe

1 indexed paper

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26

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Quantum Physics×1Complexity×1ML×1

Frequent co-authors

M. S. Kim1×
Roberto Bondesan1×
Ryu Hayakawa1×

Research Timeline

2026
Complexity of Normalized Persistence Problems for Topological Data Analysis and Local Hamiltonians

This paper introduces normalized persistence, a version of persistent homology in topological data analysis, and proves its quantum hardness under the standard assumption that DQC1 is not in BPP.

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Papers

quant-phcs.CCcs.LGTheoreticalRecentJul 3, 2026

Complexity of Normalized Persistence Problems for Topological Data Analysis and Local Hamiltonians

Dominic Lowe, M. S. Kim, Roberto Bondesan, Ryu Hayakawa

This paper introduces normalized persistence, a version of persistent homology in topological data analysis, and proves its quantum hardness under the standard assumption that DQC1 is not in BPP.

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