Literature Search

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Theoretical error performance analysis for variational quantum circuit based functional regression

Jun Qi
(
- Georgia Tech
)
,
Chao-Han Huck Yang
(
- Georgia Tech
)
,
Pin-Yu Chen
(
- IBM Watson Res. Ctr.
)
,
Min-Hsiu Hsieh
(
- Unlisted, TW
)

(Jun 8, 2022)

Published in:
- npj Quantum Inf. 9 (2023) 1, 4
•
e-Print:
- 2206.04804 [quant-ph]

DOI

reference search41 citations

Recent Advances for Quantum Neural Networks in Generative Learning

Jinkai Tian
(
- Unlisted, CN
)
,
Xiaoyu Sun
(
- Imperial Coll., London
)
,
Yuxuan Du
(
- Unlisted, CN
)
,
Shanshan Zhao
(
- Unlisted, CN
)
,
Qing Liu
(
- Nanyang Technol. U.
)

et al.

(Jun 7, 2022)

e-Print:
- 2206.03066 [quant-ph]

pdf

reference search17 citations

Optimal Quantum Dataset for Learning a Unitary Transformation

Zhan Yu
(
- Baidu, IQC, Beijing
)
,
Xuanqiang Zhao
(
- Baidu, IQC, Beijing
)
,
Benchi Zhao
(
- Baidu, IQC, Beijing
)
,
Xin Wang
(
- Baidu, IQC, Beijing
)

(Mar 1, 2022)

Published in:
- Phys.Rev.Applied 19 (2023) 3, 034017
•
e-Print:
- 2203.00546 [quant-ph]

pdfDOI

reference search11 citations

Generalization in quantum machine learning from few training data

Matthias C. Caro
(
- Munich, Tech. U. and
- MCQST, Munich
)
,
Hsin-Yuan Huang
(
- Caltech and
- Caltech, IQI
)
,
M. Cerezo
(
- Los Alamos
)
,
Kunal Sharma
(
- Maryland U., College Park
)
,
Andrew Sornborger
(
- Los Alamos and
- Oak Ridge
)

et al.

(Nov 9, 2021)

Published in:
- Nature Commun. 13 (2022) 1, 4919
•
e-Print:
- 2111.05292 [quant-ph]

DOI

reference search268 citations

Quantum machine learning beyond kernel methods

Sofiene Jerbi
(
- Innsbruck U.
)
,
Lukas J. Fiderer
(
- Innsbruck U.
)
,
Hendrik Poulsen Nautrup
(
- Innsbruck U.
)
,
Jonas M. Kübler
(
- Stuttgart, Max Planck Inst.
)
,
Hans J. Briegel
(
- Innsbruck U.
)

et al.

(Oct 25, 2021)

Published in:
- Nature Commun. 14 (2023) 1, 517,
- Nature Commun. 14 (2023) 517
•
e-Print:
- 2110.13162 [quant-ph]

DOI

reference search141 citations

Quantum computing 40 years later

John Preskill
(
- Caltech, IQI and
- Unlisted, US, CA
)

(Jun 19, 2021)

e-Print:
- 2106.10522 [quant-ph]

pdf

reference search91 citations

Efficient Measure for the Expressivity of Variational Quantum Algorithms

(Apr 20, 2021)

Published in:
- Phys.Rev.Lett. 128 (2022) 8, 080506
•
e-Print:
- 2104.09961 [quant-ph]

pdfDOI

reference search101 citations

A hybrid quantum-classical Hamiltonian learning algorithm

Youle Wang
(
- Sydney, U. Technol. and
- Baidu, IQC, Beijing
)
,
Guangxi Li
(
- Sydney, U. Technol. and
- Baidu, IQC, Beijing
)
,
Xin Wang
(
- Baidu, IQC, Beijing
)

(Mar 1, 2021)

Published in:
- Sci.China Inf.Sci. 66 (2023) 2, 129502
•
e-Print:
- 2103.01061 [quant-ph]

pdfDOI

reference search7 citations

QNLP in Practice: Running Compositional Models of Meaning on a Quantum Computer

Robin Lorenz
(
- Unlisted, UK
)
,
Anna Pearson
(
- Unlisted, UK
)
,
Konstantinos Meichanetzidis
(
- Unlisted, UK
)
,
Dimitri Kartsaklis
(
- Unlisted, UK
)
,
Bob Coecke
(
- Unlisted, UK
)

(Feb 25, 2021)

Published in:
- J.Artif.Intell.Res. 76 (2023) 1305-1342
•
e-Print:
- 2102.12846 [cs.CL]

pdfDOI

reference search75 citations

Practical distributed quantum information processing with LOCCNet

#10

Xuanqiang Zhao
(
- Baidu, IQC, Beijing
)
,
Benchi Zhao
(
- Baidu, IQC, Beijing
)
,
Zihe Wang
(
- Baidu, IQC, Beijing
)
,
Zhixin Song
(
- Baidu, IQC, Beijing
)
,
Xin Wang
(
- Baidu, IQC, Beijing
)

(Jan 28, 2021)

Published in:
- npj Quantum Inf. 7 (2021) 159
•
e-Print:
- 2101.12190 [quant-ph]

DOI

reference search34 citations

Noisy intermediate-scale quantum algorithms

#11

Kishor Bharti
(
- Singapore Natl. U.
)
,
Alba Cervera-Lierta
(
- Toronto U.
)
,
Thi Ha Kyaw
(
- Toronto U.
)
,
Tobias Haug
(
- Imperial Coll., London
)
,
Sumner Alperin-Lea
(
- Toronto U.
)

et al.

(Jan 21, 2021)

Published in:
- Rev.Mod.Phys. 94 (2022) 1, 015004
•
e-Print:
- 2101.08448 [quant-ph]

pdfDOI

reference search1,305 citations

Machine Learning with Quantum Computers

#12

(2021)

Published in:
- Quantum Science and Technology

DOI

reference search90 citations

Detecting and quantifying entanglement on near-term quantum devices

#13

Kun Wang
(
- Baidu, IQC, Beijing
)
,
Zhixin Song
(
- Baidu, IQC, Beijing
)
,
Xuanqiang Zhao
(
- Baidu, IQC, Beijing
)
,
Zihe Wang
(
- Baidu, IQC, Beijing
)
,
Xin Wang
(
- Baidu, IQC, Beijing
)

(Dec 28, 2020)

Published in:
- npj Quantum Inf. 8 (2022) 1, 52
•
e-Print:
- 2012.14311 [quant-ph]

DOI

reference search27 citations

Variational quantum algorithms

#14

M. Cerezo
(
- Los Alamos and
- Oak Ridge
)
,
Andrew Arrasmith
(
- Los Alamos and
- Oak Ridge
)
,
Ryan Babbush
(
- Unlisted, US, CA
)
,
Simon C. Benjamin
(
- Oxford U.
)
,
Suguru Endo
(
- Nippon NTT, Kanagawa
)

et al.

(Dec 16, 2020)

Published in:
- Nature Rev.Phys. 3 (2021) 9, 625-644
•
e-Print:
- 2012.09265 [quant-ph]

pdfDOI

reference search2,204 citations

Quantum computational advantage using photons

#15

et al.

(Dec 2, 2020)

Published in:
- Science 370 (2020) 6523, 1460-1463
•
e-Print:
- 2012.01625 [quant-ph]

pdfDOI

reference search1,443 citations

Power of data in quantum machine learning

#16

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

Hybrid Quantum-Classical Algorithms and Quantum Error Mitigation

#17

Suguru Endo
(
- Nippon NTT, Kanagawa
)
,
Zhenyu Cai
(
- Oxford U. and
- Tennessee U.
)
,
Simon C. Benjamin
(
- Oxford U. and
- Tennessee U.
)
,
Xiao Yuan
(
- Peking U. and
- Stanford U., ITP
)

(Nov 2, 2020)

Published in:
- J.Phys.Soc.Jap. 90 (2021) 3, 032001
•
e-Print:
- 2011.01382 [quant-ph]

pdfDOI

reference search408 citations

The power of quantum neural networks

#18

Amira Abbas
(
- IBM, Zurich and
- KwaZulu Natal U.
)
,
David Sutter
(
- IBM, Zurich
)
,
Christa Zoufal
(
- IBM, Zurich and
- Unlisted
)
,
Aurelien Lucchi
(
- Unlisted
)
,
Alessio Figalli
(
- Unlisted
)

et al.

(Oct 30, 2020)

Published in:
- Nature Computat.Sci. 1 (2021) 403-409
•
e-Print:
- 2011.00027 [quant-ph]

pdfDOI

reference search522 citations

A rigorous and robust quantum speed-up in supervised machine learning

#19

(Oct 5, 2020)

Published in:
- Nature Phys. 17 (2021) 9, 1013-1017
•
e-Print:
- 2010.02174 [quant-ph]

pdfDOI

reference search451 citations

Quantum Long Short-Term Memory

#20

(Sep 3, 2020)

Contribution to:
- ICASSP 2022
•
e-Print:
- 2009.01783 [quant-ph]

pdfDOI

reference search41 citations

Attention-based quantum tomography

#21

Peter Cha
(
- Cornell U.
)
,
Paul Ginsparg
(
- Cornell U.
)
,
Felix Wu
(
- Cornell U.
)
,
Juan Carrasquilla
(
- Canadian Inst. Theor. Astrophys. and
- Waterloo U.
)
,
Peter L. McMahon
(
- Cornell U.
)

et al.

(Jun 22, 2020)

Published in:
- Mach.Learn.Sci.Tech. 3 (2022) 1, 01LT01,
- IOP Conf.Ser.Mater.Sci.Eng. (2021)
•
e-Print:
- 2006.12469 [quant-ph]

DOI

reference search44 citations

Quantum Natural Language Processing on Near-Term Quantum Computers

#22

Konstantinos Meichanetzidis
(
- Unlisted, US, MA
)
,
Stefano Gogioso
(
- Unlisted
)
,
Giovanni de Felice
(
- Unlisted, US, MA
)
,
Nicolò Chiappori
(
- Unlisted
)
,
Alexis Toumi
(
- Unlisted, US, MA
)

et al.

(May 8, 2020)

Published in:
- EPTCS 340 (2021) 213-229
•
e-Print:
- 2005.04147 [cs.CL]

pdfDOI

reference search47 citations

Quantum supremacy using a programmable superconducting processor

#23

Frank Arute
(
- Google Inc.
)
,
Kunal Arya
(
- Google Inc.
)
,
Ryan Babbush
(
- Google Inc.
)
,
Dave Bacon
(
- Google Inc.
)
,
Joseph C. Bardin
(
- Google Inc. and
- Massachusetts U., Amherst
)

et al.

(Oct 23, 2019)

Published in:
- Nature 574 (2019) 7779, 505-510
•
e-Print:
- 1910.11333 [quant-ph]

pdfDOI

reference search4,515 citations

Parameterized quantum circuits as machine learning models

#24

Marcello Benedetti
(
- Cambridge U. (main) and
- University Coll. London
)
,
Erika Lloyd
(
- Cambridge U. (main)
)
,
Stefan Sack
(
- Cambridge U. (main)
)
,
Mattia Fiorentini
(
- Cambridge U. (main)
)

(Jun 18, 2019)

Published in:
- Quantum Sci.Technol. 4 (2019) 4, 043001
•
e-Print:
- 1906.07682 [quant-ph]

DOI

reference search710 citations

Secure quantum key distribution with realistic devices

#25

Feihu Xu
(
- USTC, Hefei
)
,
Xiongfeng Ma
(
- Tsinghua U., Beijing
)
,
Qiang Zhang
(
- USTC, Hefei
)
,
Hoi-Kwong Lo
(
- Toronto U.
)
,
Jian-Wei Pan
(
- USTC, Hefei
)

(Mar 21, 2019)

Published in:
- Rev.Mod.Phys. 92 (2020) 2, 025002
•
e-Print:
- 1903.09051 [quant-ph]

pdf

reference search862 citations

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