Daniel K. Park

34 results

Citation Summary

Most Recent

Hamiltonian formulations of centroid-based clustering

Myeonghwan Seong
(
- Yonsei U.
)
,
Daniel K. Park
(
- Yonsei U.
)

(Feb 10, 2025)

e-Print:
- 2502.06542 [quant-ph]

pdf

reference search0 citations

Neural quantum embedding via deterministic quantum computation with one qubit

Hongfeng Liu
(
- SUSTech, SKLQSE, Shenzhen
)
,
Tak Hur
(
- Yonsei U.
)
,
Shitao Zhang
(
)
,
Liangyu Che
(
- SUSTech, SKLQSE, Shenzhen
)
,
Xinyue Long
(
- SUSTech, SKLQSE, Shenzhen
)

et al.

(Jan 25, 2025)

e-Print:
- 2501.15359 [quant-ph]

pdf

reference search0 citations

Improving Quantum Machine Learning via Heat-Bath Algorithmic Cooling

Nayeli A. Rodríguez-Briones
(
- Vienna, Tech. U., Atominst. and
- UC, Berkeley
)
,
Daniel K. Park
(
- Yonsei U.
)

(Jan 5, 2025)

e-Print:
- 2501.02687 [quant-ph]

pdf

reference search0 citations

Schmidt quantum compressor

Israel F. Araujo
(
- Yonsei U. and
- Pernambuco U.
)
,
Hyeondo Oh
(
- Yonsei U.
)
,
Nayeli A. Rodríguez-Briones
(
- UC, Berkeley and
- Vienna, Tech. U., Atominst.
)
,
Daniel K. Park
(
- Yonsei U.
)

(Dec 20, 2024)

e-Print:
- 2412.16337 [quant-ph]

pdf

reference search1 citation

Understanding Generalization in Quantum Machine Learning with Margins

Tak Hur
(
- Yonsei U.
)
,
Daniel K. Park
(
- Yonsei U.
)

(Nov 11, 2024)

e-Print:
- 2411.06919 [quant-ph]

pdf

reference search3 citations

Expressivity of deterministic quantum computation with one qubit

Yujin Kim
(
- Yonsei U.
)
,
Daniel K. Park
(
- Yonsei U.
)

(Nov 4, 2024)

Published in:
- Phys.Rev.A 111 (2025) 2, 022429
•
e-Print:
- 2411.02751 [quant-ph]

pdfDOI

reference search1 citation

Distributed quantum machine learning via classical communication

Kiwmann Hwang
(
- KISTI, Daejeon and
- Yonsei U. and
- Korea U.
)
,
Hyang-Tag Lim
(
- KISTI, Daejeon
)
,
Yong-Su Kim
(
- KISTI, Daejeon
)
,
Daniel K. Park
(
- Yonsei U.
)
,
Yosep Kim
(
- Korea U.
)

(Aug 29, 2024)

Published in:
- Quantum Sci.Technol. 10 (2025) 1, 015059
•
e-Print:
- 2408.16327 [quant-ph]

pdfDOI

reference search0 citations

Optimizing quantum convolutional neural network architectures for arbitrary data dimension

et al.

(Mar 27, 2024)

Published in:
- Front.in Phys. 13 (2025) 1529188
•
e-Print:
- 2403.19099 [quant-ph]

DOI

reference search2 citations

Quadratic Speed-ups in Quantum Kernelized Binary Classification

Jungyun Lee
(
- IPAP, Seoul
)
,
Daniel K. Park
(
- Yonsei U.
)

(Mar 26, 2024)

Published in:
- Adv.Quantum Technol. 7 (2024) 8, 2400126,
- Adv.Quantum Technol. 2024 2400126
•
e-Print:
- 2403.17453 [quant-ph]

DOI

reference search1 citation

Quantum-inspired classification via efficient simulation of Helstrom measurement

#10

(Mar 22, 2024)

e-Print:
- 2403.15308 [quant-ph]

pdf

reference search1 citation

Quantum variational distance-based centroid classifier

#11

Nicolas M. de Oliveira
(
- Pernambuco U.
)
,
Daniel K. Park
(
- Yonsei U.
)
,
Israel F. Araujo
(
- Yonsei U.
)
,
Adenilton J. da Silva
(
- Pernambuco U.
)

(Jan 30, 2024)

Published in:
- Neurocomput. 576 (2024) 127356

DOI

reference search5 citations

Neural quantum embedding: Pushing the limits of quantum supervised learning

#12

(Nov 19, 2023)

Published in:
- Phys.Rev.A 110 (2024) 2, 022411
•
e-Print:
- 2311.11412 [quant-ph]

pdfDOI

reference search10 citations

Quantum support vector data description for anomaly detection

#13

Hyeondo Oh
(
- Yonsei U.
)
,
Daniel K. Park
(
- Yonsei U.
)

(Oct 10, 2023)

Published in:
- Mach.Learn.Sci.Tech. 5 (2024) 3, 035052
•
e-Print:
- 2310.06375 [quant-ph]

DOI

reference search4 citations

Scalable quantum measurement error mitigation via conditional independence and transfer learning

#14

ChangWon Lee
(
- Yonsei U.
)
,
Daniel K. Park
(
- Yonsei U.
)

(Aug 1, 2023)

Published in:
- Mach.Learn.Sci.Tech. 4 (2023) 4, 045051
•
e-Print:
- 2308.00320 [quant-ph]

DOI

reference search5 citations

The effect of classical optimizers and Ansatz depth on QAOA performance in noisy devices

#15

Aidan Pellow-Jarman
(
- KwaZulu Natal U. and
- KAIST, Taejon
)
,
Shane McFarthing
(
- Stellenbosch U. and
- KAIST, Taejon
)
,
Ilya Sinayskiy
(
- KwaZulu Natal U. and
- Unlisted, ZA
)
,
Daniel K. Park
(
- Yonsei U.
)
,
Anban Pillay
(
- KwaZulu Natal U. and
- Unlisted
)

et al.

(Jul 19, 2023)

Published in:
- Sci.Rep. 14 (2024) 1, 16011
•
e-Print:
- 2307.10149 [quant-ph]

DOI

reference search12 citations

Variational quantum state discriminator for supervised machine learning

#16

Dongkeun Lee
(
- Sungkyunkwan U.
)
,
Kyunghyun Baek
(
- Taejon, Elect. Telecomm. Res. Inst.
)
,
Joonsuk Huh
(
- Sungkyunkwan U.
)
,
Daniel K. Park
(
- Yonsei U. and
- IPAP, Seoul
)

(Mar 6, 2023)

Published in:
- Quantum Sci.Technol. 9 (2024) 1, 015017
•
e-Print:
- 2303.03588 [quant-ph]

pdfDOI

reference search5 citations

Quantum-inspired algorithm for direct multi-class classification

#17

Roberto Giuntini
(
- Cagliari U.
)
,
Federico Holik
(
- Buenos Aires, CONICET
)
,
Daniel K. Park
(
- Yonsei U.
)
,
Hector Freytes
(
- Cagliari U.
)
,
Carsten Blank
(
- Unlisted, DE
)

et al.

(Dec 29, 2022)

Published in:
- Appl.Soft Comput. 134 (2023) 109956,
- Applied Soft Computing 134 (2023) 109956

DOI

reference search13 citations

Hierarchical quantum circuit representations for neural architecture search

#18

Matt Lourens
(
- Stellenbosch U.
)
,
Ilya Sinayskiy
(
- KwaZulu Natal U.
)
,
Daniel K. Park
(
- Yonsei U.
)
,
Carsten Blank
(
- Unlisted, DE
)
,
Francesco Petruccione
(
- KwaZulu Natal U. and
- Stellenbosch U.
)

(Oct 26, 2022)

Published in:
- npj Quantum Inf. 9 (2023) 1, 79
•
e-Print:
- 2210.15073 [quant-ph]

DOI

reference search12 citations

Variational quantum one-class classifier

#19

(Oct 6, 2022)

Published in:
- Mach.Learn.Sci.Tech. 4 (2023) 1, 015006
•
e-Print:
- 2210.02674 [quant-ph]

DOI

reference search13 citations

Classical-to-quantum convolutional neural network transfer learning

#20

(Aug 31, 2022)

Published in:
- Neurocomput. 555 (2023) 126643
•
e-Print:
- 2208.14708 [quant-ph]

pdfDOI

reference search19 citations

Variational quantum approximate support vector machine with inference transfer

#21

Siheon Park
(
- KAIST, Taejon
)
,
Daniel K. Park
(
- Yonsei U.
)
,
June-Koo Kevin Rhee
(
- KAIST, Taejon and
- Unlisted, KR
)

(Jun 29, 2022)

Published in:
- Sci.Rep. 13 (2023) 1, 3288
•
e-Print:
- 2206.14507 [quant-ph]

DOI

reference search16 citations

Linear-depth quantum circuits for multiqubit controlled gates

#22

Adenilton J. da Silva
(
- Pernambuco U.
)
,
Daniel K. Park
(
- Yonsei U.
)

(Mar 22, 2022)

Published in:
- Phys.Rev.A 106 (2022) 4, 042602
•
e-Print:
- 2203.11882 [quant-ph]

pdfDOI

reference search50 citations

Compact quantum kernel-based binary classifier

#23

Carsten Blank
(
- Unlisted
)
,
Adenilton J. da Silva
(
- Pernambuco U.
)
,
Lucas P. de Albuquerque
(
- Pernambuco U.
)
,
Francesco Petruccione
(
- KwaZulu Natal U. and
- NITheP, Matieland
)
,
Daniel K. Park
(
- Yonsei U.
)

(Feb 4, 2022)

Published in:
- Quantum Sci.Technol. 7 (2022) 4, 045007
•
e-Print:
- 2202.02151 [quant-ph]

pdfDOI

reference search15 citations

Quantum readout error mitigation via deep learning

#24

(Dec 7, 2021)

Published in:
- New J.Phys. 24 (2022) 7, 073009
•
e-Print:
- 2112.03585 [quant-ph]

DOI

reference search23 citations

Configurable sublinear circuits for quantum state preparation

#25

Israel F. Araujo
(
- Pernambuco U.
)
,
Daniel K. Park
(
- Yonsei U.
)
,
Teresa B. Ludermir
(
- Pernambuco U.
)
,
Wilson R. Oliveira
(
- Pernambuco U.
)
,
Francesco Petruccione
(
- KwaZulu Natal U. and
- Unlisted, ZA
)

et al.

(Aug 23, 2021)

Published in:
- Quant.Inf.Proc. 22 (2023) 2, 123
•
e-Print:
- 2108.10182 [quant-ph]

pdfDOI

reference search33 citations

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