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Natsuto Isogai
Observed name:
Isogai, Natsuto
Institution:
The University of Tokyo
Observed institution:
The University of Tokyo
ORCID:
0009-0002-5496-5871
Observed ORCID:
0009-0002-5496-5871
OpenAlex ID:
A5093445812
Advantage of quantum machine learning from general computational advantages
2026
·
Hayata Yamasaki
, Natsuto Isogai
, et al.
·
npj Quantum Information
·
15
PDF
A Quantum-Inspired Dequantization Method for Diagonally Weighted Matrix Functions: Application to Learning with Optimized Random Features
2026
·
Isogai, Natsuto
, Murao, Mio
, et al.
·
arXiv (Cornell University)
·
2
PDF
Winning Lottery Tickets in Neural Networks via a Quantum-Inspired Classical Algorithm
2026
·
Isogai, Natsuto
, Yamasaki, Hayata
, et al.
·
arXiv (Cornell University)
·
1
PDF
Advantage of Sample Complexity in Quantum PAC Learning Requires Inverse Access to State-Preparation Unitaries
2026
·
Isogai, Natsuto
, Yoshida, Satoshi
, et al.
·
arXiv (Cornell University)
PDF
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Works count:
4
Citation count:
18
H-index:
2
I10-index:
1
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