Literature Search

Quantum advantage for learning shallow neural networks with natural data distributions

#1

Laura Lewis
(
- Unlisted, US, CA and
- Cambridge U. and
- Edinburgh U.
)
,
Dar Gilboa
(
- Unlisted, US, CA
)
,
Jarrod R. McClean
(
- Unlisted, US, CA
)

(Mar 26, 2025)

e-Print:
- 2503.20879 [quant-ph]

Evaluating the Potential of Quantum Machine Learning in Cybersecurity: A Case-Study on PCA-based Intrusion Detection Systems

#2

Armando Bellante
(
- Milan Polytechnic
)
,
Tommaso Fioravanti
(
- Milan Polytechnic
)
,
Michele Carminati
(
- Milan Polytechnic
)
,
Stefano Zanero
(
- Milan Polytechnic
)
,
Alessandro Luongo
(
- Singapore Natl. U. and
- Unlisted
)

(Feb 16, 2025)

e-Print:
- 2502.11173 [quant-ph]

pdfDOI

reference search0 citations

Unsupervised Feature Extraction and Reconstruction Using Parameterized Quantum Circuits

#3

(Feb 11, 2025)

e-Print:
- 2502.07667 [quant-ph]

pdf

reference search0 citations

Leveraging Quantum Machine Learning to Address Class Imbalance: A Novel Approach for Enhanced Predictive Accuracy

#4

(Jan 25, 2025)

Published in:
- Symmetry 17 (2025) 2, 186

pdfDOI

reference search0 citations

Machine learning in quantum mechanical and optical systems

#5

Viktoria-Sophie Schmiesing
(
- Leibniz U., Hannover
)

(2025)

pdfDOI

reference search0 citations

Quantum Approximate

k

-Minimum Finding

#6

Minbo Gao
(
- Beijing, Inst. High Energy Phys.
)
,
Zhengfeng Ji
(
- Tsinghua U., Beijing
)
,
Qisheng Wang
(
- Edinburgh U.
)

(Dec 21, 2024)

e-Print:
- 2412.16586 [quant-ph]

pdf

reference search0 citations

Quantum latent diffusion models

#7

(Nov 27, 2024)

Published in:
- Quantum Machine Intelligence 6 (2024) 2, 85
•
e-Print:
- 2501.11174 [quant-ph]

pdfDOI

reference search0 citations

Quantum Linear System Solvers: A Survey of Algorithms and Applications

#8

Mauro E.S. Morales
(
- Maryland U. and
- Sydney, U. Technol.
)
,
Lirandë Pira
(
- Sydney, U. Technol. and
- Singapore Natl. U. (main)
)
,
Philipp Schleich
(
- U. Toronto (main) and
- Canadian Inst. Theor. Astrophys.
)
,
Kelvin Koor
(
- Singapore Natl. U. (main)
)
,
Pedro C.S. Costa
(
- U. Sydney (main)
)

et al.

(Nov 4, 2024)

e-Print:
- 2411.02522 [quant-ph]

pdf

reference search2 citations

Shallow-Depth Quantum Circuit for Unstructured Database Search

#9

Junpeng Zhan
(
- Alfred U.
)

(Oct 25, 2024)

Published in:
- Quantum Rep. 6 (2024) 4, 550-563

pdfDOI

reference search0 citations

Quantum Machine Learning—Quo Vadis?

#10

Andreas Wichert
(
- Lisbon, IST
)

(Oct 24, 2024)

Published in:
- Entropy 26 (2024) 11, 905

pdfDOI

reference search0 citations

Quarta: quantum supervised and unsupervised learning for binary classification in domain-incremental learning

#11

(Oct 14, 2024)

Published in:
- Quantum Machine Intelligence 6 (2024) 2, 68

pdfDOI

reference search0 citations

Unsupervised state learning from pairs of states

#12

Pranjal Agarwal
(
- City Coll., N.Y. and
- CUNY, Graduate School - U. Ctr.
)
,
Nada Ali
(
- City Coll., N.Y. and
- CUNY, Graduate School - U. Ctr.
)
,
Camilla Polvara
(
- CUNY, Graduate School - U. Ctr. and
- Staten Island Coll.
)
,
Martin Isbjörn Trappe
(
- Singapore Natl. U. (main)
)
,
Berthold-Georg Englert
(
)

et al.

(Sep 17, 2024)

e-Print:
- 2409.11120 [quant-ph]

pdf

reference search0 citations

Exploring the State Vector Classification Algorithm and Its Quantum Equivalent

#13

(Sep 15, 2024)

Contribution to:
- QCE24
  , 1653-1662

DOI

reference search0 citations

Quantum Isomap algorithm for manifold learning

#14

(Jul 1, 2024)

Published in:
- Phys.Rev.Applied 22 (2024) 1, 014049

DOI

reference search2 citations

Quantum (Inspired)

D^2

-sampling with Applications

#15

(May 22, 2024)

e-Print:
- 2405.13351 [quant-ph]

pdf

reference search0 citations

Brain-Inspired Agents for Quantum Reinforcement Learning

#16

Eva Andrés
(
- Granada U.
)
,
Manuel Pegalajar Cuéllar
(
- Granada U.
)
,
Gabriel Navarro
(
- Granada U.
)

(Apr 19, 2024)

Published in:
- Mathematics 12 (2024) 8, 1230

pdfDOI

reference search1 citation

Variational quantum circuit based demand response in buildings leveraging a hybrid quantum-classical strategy

#17

Akshay Ajagekar
(
- Cornell U.
)
,
Fengqi You
(
- Cornell U. and
- Cornell U., Chem. Dept.
)

(Apr 16, 2024)

Published in:
- Appl.Energy 364 (2024) 123244

DOI

reference search3 citations

Light-cone feature selection for quantum machine learning

#18

Yudai Suzuki
(
- Keio U.
)
,
Rei Sakuma
(
- Unlisted, JP and
- Keio U.
)
,
Hideaki Kawaguchi
(
- Keio U.
)

(Mar 27, 2024)

e-Print:
- 2403.18733 [quant-ph]

pdf

reference search0 citations

Learning with SASQuaTCh: a Novel Variational Quantum Transformer Architecture with Kernel-Based Self-Attention

#19

(Mar 21, 2024)

e-Print:
- 2403.14753 [quant-ph]

pdf

reference search5 citations

Towards Efficient Quantum Hybrid Diffusion Models

#20

(Feb 25, 2024)

e-Print:
- 2402.16147 [quant-ph]

pdfDOI

reference search2 citations

A survey on quantum data mining algorithms: challenges, advances and future directions

#21

Han Qi
(
- Shenyang Inst. Engin.
)
,
Liyuan Wang
(
- Shenyang Inst. Engin.
)
,
Changqing Gong
(
- Shenyang Inst. Engin.
)
,
Abdullah Gani
(
- Malaya U.
)

(Feb 23, 2024)

Published in:
- Quant.Inf.Proc. 23 (2024) 3, 74

DOI

reference search2 citations

Denoising quantum mixed states using quantum autoencoders

#22

Ming-Ming Wang
(
- Xi'an Polytech. U.
)

(Jan 25, 2024)

Published in:
- Quant.Inf.Proc. 23 (2024) 2, 30

DOI

reference search0 citations

Quantum and Classical Computing using Machine Learning Techniques

#23

S. Padmakala
(
- Unlisted, IN
)

(Nov 15, 2023)

DOI

reference search0 citations

Provable advantages of kernel-based quantum learners and quantum preprocessing based on Grover's algorithm

#24

(Sep 25, 2023)

Published in:
- Phys.Rev.A 110 (2024) 3, 032434
•
e-Print:
- 2309.14406 [quant-ph]

pdfDOI

reference search7 citations

Physics-informed neural networks for an optimal counterdiabatic quantum computation

#25

Antonio Ferrer-Sánchez
(
- Valencia U. and
- SZPT, Shenzhen
)
,
Carlos Flores-Garrigos
(
- Valencia U.
)
,
Carlos Hernani-Morales
(
- Valencia U.
)
,
José J. Orquín-Marqués
(
- Valencia U.
)
,
Narendra N. Hegade
(
- Unlisted, DE
)

et al.

(Sep 8, 2023)

Published in:
- Mach.Learn.Sci.Tech. 5 (2024) 2, 025035
•
e-Print:
- 2309.04434 [quant-ph]

DOI

reference search5 citations

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