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20202022
most citedApproximate amplitude encoding in shallow parameterized quantum circuits and its application to financial market indicator

101 citations

7 papers

quant-ph2022★ 19 cited

Approximate complex amplitude encoding algorithm and its application to data classification problems

Naoki Mitsuda, Tatsuhiro Ichimura, Kouhei Nakaji +6

Quantum computing has a potential to accelerate the data processing efficiency, especially in machine learning, by exploiting special features such as the quantum interference. The…

cs.CR2021★ 11 cited

The Present and Future of Discrete Logarithm Problems on Noisy Quantum Computers

Yoshinori Aono, Sitong Liu, Tomoki Tanaka +4

The discrete logarithm problem (DLP) is the basis for several cryptographic primitives. Since Shor's work, it has been known that the DLP can be solved by combining a polynomial-si…

quant-ph2021★ 12 cited

Noisy quantum amplitude estimation without noise estimation

Tomoki Tanaka, Shumpei Uno, Tamiya Onodera +2

Many quantum algorithms contain an important subroutine, the quantum amplitude estimation. As the name implies, this is essentially the parameter estimation problem and thus can be…

quant-ph2021★ 101 cited

Approximate amplitude encoding in shallow parameterized quantum circuits and its application to financial market indicator

Kouhei Nakaji, Shumpei Uno, Yohichi Suzuki +6

Efficient methods for loading given classical data into quantum circuits are essential for various quantum algorithms. In this paper, we propose an algorithm called Approximate Amp…

quant-ph2020★ 21 cited

Modified Grover operator for amplitude estimation

Shumpei Uno, Yohichi Suzuki, Keigo Hisanaga +4

In this paper, we propose a quantum amplitude estimation method that uses a modified Grover operator and quadratically improves the estimation accuracy in the ideal case, as in the…

quant-ph2020★ 16 cited

Efficient Construction of a Control Modular Adder on a Carry-Lookahead Adder Using Relative-phase Toffoli Gates

Kento Oonishi, Tomoki Tanaka, Shumpei Uno +3

Control modular addition is a core arithmetic function, and we must consider the computational cost for actual quantum computers to realize efficient implementation. To achieve a l…