Literature Search

20 results

Citation Summary

Most Recent

Unsupervised beyond-standard-model event discovery at the LHC with a novel quantum autoencoder

(Jul 10, 2024)

Published in:
- Quantum Machine Intelligence 7 (2025) 1, 41
•
e-Print:
- 2407.07961 [quant-ph]

DOI

reference search5 citations

Semisupervised Anomaly Detection using Support Vector Regression with Quantum Kernel

(Aug 1, 2023)

Contribution to:
- QCE23
  , 611-620
  ,
- QCE23
•
e-Print:
- 2308.00583 [quant-ph]

pdfDOI

reference search3 citations

Exploring exotic configurations with anomalous features with deep learning: Application of classical and quantum-classical hybrid anomaly detection

(Apr 17, 2023)

Published in:
- Phys.Rev.B 108 (2023) 16, 165408
•
e-Print:
- 2304.08616 [cond-mat.mes-hall]

pdfDOI

reference search2 citations

Quantum-probabilistic Hamiltonian learning for generative modeling and anomaly detection

Jack Y. Araz
(
- Durham U., IPPP
)
,
Michael Spannowsky
(
- Durham U., IPPP
)

(Nov 7, 2022)

Published in:
- Phys.Rev.A 108 (2023) 6, 6
•
e-Print:
- 2211.03803 [quant-ph]

pdfDOI

reference search18 citations

Hybrid classical-quantum autoencoder for anomaly detection

Alona Sakhnenko
(
- Unlisted, DE and
- Munich, Tech. U.
)
,
Corey O'Meara
(
- Unlisted, DE
)
,
Kumar J.B. Ghosh
(
- Unlisted, DE
)
,
Christian B. Mendl
(
- Munich, Tech. U.
)
,
Giorgio Cortiana
(
- Unlisted, DE
)

et al.

(Dec 16, 2021)

Published in:
- Quantum Machine Intelligence 4 (2022) 2, 27
•
e-Print:
- 2112.08869 [quant-ph]

pdfDOI

reference search12 citations

Anomaly detection in high-energy physics using a quantum autoencoder

Vishal S. Ngairangbam
(
- Ahmedabad, Phys. Res. Lab and
- Indian Inst. Tech., Gandhinagar
)
,
Michael Spannowsky
(
- Durham U., IPPP and
- Durham U.
)
,
Michihisa Takeuchi
(
- Osaka U.
)

(Dec 9, 2021)

Published in:
- Phys.Rev.D 105 (2022) 9, 095004
•
e-Print:
- 2112.04958 [hep-ph]

pdfDOI

reference search75 citations

Learnability of Quantum Neural Networks

Yuxuan Du
(
- New South Wales U.
)
,
Min-Hsiu Hsieh
(
- Unlisted, TW
)
,
Tongliang Liu
(
- New South Wales U.
)
,
Shan You
(
- Beijing, Tech. Inst. Phys. Chem.
)
,
Dacheng Tao
(
- New South Wales U.
)

(Nov 17, 2021)

Published in:
- PRX Quantum 2 (2021) 4, 040337

pdfDOI

reference search81 citations

Quantum-inspired event reconstruction with Tensor Networks: Matrix Product States

Jack Y. Araz
(
- Durham U., IPPP
)
,
Michael Spannowsky
(
- Durham U., IPPP
)

(Jun 15, 2021)

Published in:
- JHEP 08 (2021) 112
•
e-Print:
- 2106.08334 [hep-ph]

DOI

reference search12 citations

A semi-agnostic ansatz with variable structure for variational quantum algorithms

(Mar 11, 2021)

Published in:
- Quantum Machine Intelligence 5 (2023) 2, 43
•
e-Print:
- 2103.06712 [quant-ph]

DOI

reference search75 citations

Power of data in quantum machine learning

#10

Hsin-Yuan Huang
(
- Unlisted, US, CA and
- Caltech and
- Caltech, IQI
)
,
Michael Broughton
(
- Unlisted, US, CA
)
,
Masoud Mohseni
(
- Unlisted, US, CA
)
,
Ryan Babbush
(
- Unlisted, US, CA
)
,
Sergio Boixo
(
- Unlisted, US, CA
)

et al.

(Nov 3, 2020)

Published in:
- Nature Commun. 12 (2021) 2631
•
e-Print:
- 2011.01938 [quant-ph]

DOI

reference search427 citations

Quantum autoencoders with enhanced data encoding

#11

Carlos Bravo-Prieto
(
- Technol. Innovation Inst., UAE and
- U. Barcelona (main)
)

(Oct 13, 2020)

Published in:
- Mach.Learn.Sci.Tech. 2 (2021) 035028
•
e-Print:
- 2010.06599 [quant-ph]

pdfDOI

reference search44 citations

Effect of data encoding on the expressive power of variational quantum-machine-learning models

#12

Maria Schuld
(
- Xanadu Quant. Tech.
)
,
Ryan Sweke
(
- Freie U., Berlin
)
,
Johannes Jakob Meyer
(
- Freie U., Berlin
)

(Aug 19, 2020)

Published in:
- Phys.Rev.A 103 (2021) 3, 032430,
- Phys.Rev.A 103 (2021) 032430
•
e-Print:
- 2008.08605 [quant-ph]

pdfDOI

reference search471 citations

Variational autoencoders for anomalous jet tagging

#13

Taoli Cheng
(
- U. Montreal (main)
)
,
Jean-François Arguin
(
- Montreal U.
)
,
Julien Leissner-Martin
(
- Montreal U.
)
,
Jacinthe Pilette
(
- Montreal U.
)
,
Tobias Golling
(
- U. Geneva (main)
)

(Jul 3, 2020)

Published in:
- Phys.Rev.D 107 (2023) 1, 016002
•
e-Print:
- 2007.01850 [hep-ph]

pdflinksDOI

reference search90 citations

SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python

#14

Pauli Virtanen
(
- Jyvaskyla U.
)
,
Ralf Gommers
(
- Texas U.
)
,
Travis E. Oliphant
(
- Mayo Clinic and
- Brigham Young U. and
- SLAC and
- Texas U.
)
,
Matt Haberland
(
- Cal. Poly. and
- UCLA
)
,
Tyler Reddy
(
- Los Alamos
)

et al.

(Jul 23, 2019)

Published in:
- Nature Meth. 17 (2020) 261
•
e-Print:
- 1907.10121 [cs.MS]

pdflinksDOI

reference search4,588 citations

PennyLane: Automatic differentiation of hybrid quantum-classical computations

#15

Ville Bergholm
(
- Xanadu Quant. Tech.
)
,
Josh Izaac
(
- Xanadu Quant. Tech.
)
,
Maria Schuld
(
- Xanadu Quant. Tech.
)
,
Christian Gogolin
(
- Xanadu Quant. Tech.
)
,
Shahnawaz Ahmed
(
- Chalmers U. Tech.
)

et al.

(Nov 12, 2018)

e-Print:
- 1811.04968 [quant-ph]

pdf

reference search803 citations

Circuit-centric quantum classifiers

#16

Maria Schuld
(
- KwaZulu Natal U.
)
,
Alex Bocharov
(
- Microsoft, Redmond
)
,
Krysta M. Svore
(
- Microsoft, Redmond
)
,
Nathan Wiebe
(
- Microsoft, Redmond and
- PNL, Richland and
- Washington U., Seattle
)

(Apr 2, 2018)

Published in:
- Phys.Rev.A 101 (2020) 3, 032308
•
e-Print:
- 1804.00633 [quant-ph]

pdf

reference search605 citations

Quantum machine learning

#17

Jacob Biamonte
(
- Skoltech and
- Waterloo U.
)
,
Peter Wittek
(
- ICFO, Barcelona
)
,
Nicola Pancotti
(
- Munich, Max Planck Inst. Quantenopt.
)
,
Patrick Rebentrost
(
- MIT
)
,
Nathan Wiebe
(
- Microsoft, Redmond
)

et al.

(Nov 28, 2016)

Published in:
- Nature 549 (2017) 7671, 195-202
•
e-Print:
- 1611.09347 [quant-ph]

pdfDOI

reference search2,058 citations

Adam: A Method for Stochastic Optimization

#18

Diederik P. Kingma
(
- Amsterdam U.
)
,
Jimmy Ba
(
- Toronto U.
)

(Dec 22, 2014)

e-Print:
- 1412.6980 [cs.LG]

pdf

reference search3,127 citations

Auto-Encoding Variational Bayes

#19

(Dec 20, 2013)

e-Print:
- 1312.6114 [stat.ML]

pdf

reference search516 citations

Quantum Fingerprinting

#20

Harry Buhrman
(
- Amsterdam, CWI and
- Amsterdam U.
)
,
Richard Cleve
(
- Calgary U.
)
,
John Watrous
(
- Calgary U.
)
,
Ronald de Wolf
(
- Amsterdam, CWI and
- Amsterdam U.
)

(Feb 1, 2001)

Published in:
- Phys.Rev.Lett. 87 (2001) 16, 167902
•
e-Print:
- quant-ph/0102001 [quant-ph]

pdf

reference search605 citations

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