Literature Search

Multi-qubit circuit synthesis and Hermitian lattices

#1

(May 29, 2024)

e-Print:
- 2405.19302 [quant-ph]

pdf

reference search2 citations

Exponential concentration in quantum kernel methods

#2

Supanut Thanasilp
(
- Singapore Natl. U.
)
,
Samson Wang
(
- Imperial Coll., London
)
,
M. Cerezo
(
- Los Alamos and
- Oak Ridge
)
,
Zoë Holmes
(
- Los Alamos and
- Ecole Polytechnique, Lausanne
)

(Aug 23, 2022)

Published in:
- Nature Commun. 15 (2024) 1, 5200
•
e-Print:
- 2208.11060 [quant-ph]

DOI

reference search105 citations

An end-to-end trainable hybrid classical-quantum classifier

#3

Samuel Yen-Chi Chen
(
- Brookhaven Natl. Lab.
)
,
Chih-Min Huang
(
- Taiwan, Natl. Taiwan U.
)
,
Chia-Wei Hsing
(
- Taiwan, Natl. Taiwan U.
)
,
Ying-Jer Kao
(
- Taiwan, Natl. Taiwan U. and
- NCTS, Taipei
)

(Sep 8, 2021)

Published in:
- Mach.Learn.Sci.Tech. 2 (2021) 4, 045021

DOI

reference search56 citations

Quantum convolutional neural network for classical data classification

#4

(Aug 2, 2021)

Published in:
- Quantum Machine Intelligence 4 (2022) 1, 3,
- Quantum Machine Intelligence 4 (2022) 3
•
e-Print:
- 2108.00661 [quant-ph]

pdfDOI

reference search159 citations

Variational Power of Quantum Circuit Tensor Networks

#5

(Jul 2, 2021)

Published in:
- Phys.Rev.X 12 (2022) 1, 011047
•
e-Print:
- 2107.01307 [quant-ph]

pdfDOI

reference search86 citations

Optimal two-qubit circuits for universal fault-tolerant quantum computation

#6

Andrew N. Glaudell
(
- Maryland U., College Park and
- Maryland U. and
- Unlisted, US, VA and
- George Mason U.
)
,
Neil J. Ross
(
- Dalhousie U., Math. Dept.
)
,
Jacob M. Taylor
(
- Maryland U., College Park and
- Maryland U.
)

(Jun 22, 2021)

Published in:
- npj Quantum Inf. 7 (2021) 1, 103

pdfDOI

reference search7 citations

Recycling qubits in near-term quantum computers

#7

Galit Anikeeva
(
- Stanford U., Phys. Dept.
)
,
Isaac H. Kim
(
- New South Wales U. and
- Stanford U., ITP
)
,
Patrick Hayden
(
- Stanford U., ITP
)

(Dec 2, 2020)

Published in:
- Phys.Rev.A 103 (2021) 4, 042613
•
e-Print:
- 2012.01676 [quant-ph]

pdfDOI

reference search7 citations

Effect of barren plateaus on gradient-free optimization

#8

(Nov 24, 2020)

Published in:
- Quantum 5 (2021) 558
•
e-Print:
- 2011.12245 [quant-ph]

pdfDOI

reference search211 citations

Noise-Induced Barren Plateaus in Variational Quantum Algorithms

#9

Samson Wang
(
- Los Alamos and
- Imperial Coll., London
)
,
Enrico Fontana
(
- Los Alamos and
- Strathclyde U. and
- Teddington, Natl. Phys. Lab
)
,
M. Cerezo
(
- Los Alamos
)
,
Kunal Sharma
(
- Los Alamos and
- Louisiana State U.
)
,
Akira Sone
(
- Los Alamos
)

et al.

(Jul 28, 2020)

Published in:
- Nature Commun. 12 (2021) 6961
•
e-Print:
- 2007.14384 [quant-ph]

pdfDOI

reference search532 citations

Array programming with NumPy

#10

Charles R. Harris
(
- Unlisted, US, UT
)
,
K. Jarrod Millman
(
- UC, Berkeley and
- LBL, Berkeley
)
,
Stéfan J. van der Walt
(
- Stellenbosch U. and
- UC, Berkeley
)
,
Ralf Gommers
(
- Texas U.
)
,
Pauli Virtanen
(
- Jyvaskyla U.
)

et al.

(Jun 17, 2020)

Published in:
- Nature 585 (2020) 7825, 357-362
•
e-Print:
- 2006.10256 [cs.MS]

DOI

reference search3,232 citations

Cost function dependent barren plateaus in shallow parametrized quantum circuits

#11

(Jan 2, 2020)

Published in:
- Nature Commun. 12 (2021) 1, 1791
•
e-Print:
- 2001.00550 [quant-ph]

DOI

reference search751 citations

Lectures on Quantum Tensor Networks

#12

Jacob Biamonte
(
- Skoltech
)

(Dec 20, 2019)

e-Print:
- 1912.10049 [quant-ph]

pdf

reference search58 citations

SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python

#13

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

TensorNetwork: A Library for Physics and Machine Learning

#14

Chase Roberts
(
- Google Inc.
)
,
Ashley Milsted
(
- Perimeter Inst. Theor. Phys.
)
,
Martin Ganahl
(
- Perimeter Inst. Theor. Phys.
)
,
Adam Zalcman
(
- EGG, Goleta
)
,
Bruce Fontaine
(
- Google Inc.
)

et al.

(May 3, 2019)

e-Print:
- 1905.01330 [physics.comp-ph]

pdflinks

reference search74 citations

Towards quantum machine learning with tensor networks

#15

William Huggins
(
- LBNL, Berkeley
)
,
Piyush Patil
(
- LBNL, Berkeley
)
,
Bradley Mitchell
(
- LBNL, Berkeley
)
,
K.Birgitta Whaley
(
- LBNL, Berkeley
)
,
E.Miles Stoudenmire
(
- New York U., CCPP
)

(Jan 9, 2019)

Published in:
- Quantum Sci.Technol. 4 (2019) 2, 024001

DOI

reference search241 citations

Hierarchical quantum classifiers

#16

Edward Grant
(
- University Coll. London and
- Daresbury
)
,
Marcello Benedetti
(
- University Coll. London and
- Unlisted, US, MA
)
,
Shuxiang Cao
(
- Zhejiang U. Tech. and
- Oxford U.
)
,
Andrew Hallam
(
- Imperial Coll., London and
- University Coll. London
)
,
Joshua Lockhart
(
- University Coll. London
)

et al.

(Dec 17, 2018)

Published in:
- npj Quantum Inf. 4 (2018) 65

pdfDOI

reference search197 citations

Tensor networks for complex quantum systems

#17

Román Orús
(
- Donostia Intl. Phys. Ctr., San Sebastian and
- IKERBASQUE, Bilbao
)

(Dec 10, 2018)

Published in:
- APS Physics 1 (2019) 538-550
•
e-Print:
- 1812.04011 [cond-mat.str-el]

pdfDOI

reference search328 citations

Quantum Kitchen Sinks: An algorithm for machine learning on near-term quantum computers

#18

C.M. Wilson
(
- Rigetti Computing and
- Waterloo U., IQC
)
,
J.S. Otterbach
(
- Rigetti Computing
)
,
N. Tezak
(
- Rigetti Computing
)
,
R.S. Smith
(
- Rigetti Computing
)
,
A.M. Polloreno
(
- Rigetti Computing
)

et al.

(Jun 21, 2018)

e-Print:
- 1806.08321 [quant-ph]

pdf

reference search34 citations

Learning relevant features of data with multi-scale tensor networks

#19

E.Miles Stoudenmire

(Apr 25, 2018)

Published in:
- Quantum Sci.Technol. 3 (2018) 3, 034003

DOI

reference search77 citations

Barren plateaus in quantum neural network training landscapes

#20

Jarrod R. McClean
(
- Google Inc.
)
,
Sergio Boixo
(
- Google Inc.
)
,
Vadim N. Smelyanskiy
(
- Google Inc.
)
,
Ryan Babbush
(
- Google Inc.
)
,
Hartmut Neven
(
- Google Inc.
)

(Mar 29, 2018)

Published in:
- Nature Commun. 9 (2018) 4812
•
e-Print:
- 1803.11173 [quant-ph]

DOI

reference search1,372 citations

Classification with Quantum Neural Networks on Near Term Processors

#21

Edward Farhi
(
- Unlisted and
- MIT, Cambridge, CTP
)
,
Hartmut Neven
(
- MIT, Cambridge, CTP
)

(Feb 16, 2018)

e-Print:
- 1802.06002 [quant-ph]

pdf

reference search579 citations

Robust entanglement renormalization on a noisy quantum computer

#22

Isaac H. Kim
(
- IBM Watson Res. Ctr. and
- Stanford U.
)
,
Brian Swingle
(
- Joint Quantum Inst., College Park and
- Santa Barbara, KITP
)

(Nov 20, 2017)

e-Print:
- 1711.07500 [quant-ph]

pdf

reference search72 citations

Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

#23

(Aug 25, 2017)

e-Print:
- 1708.07747 [cs.LG]

pdf

reference search158 citations

Depth-Optimal Quantum Circuit Placement for Arbitrary Topologies

#24

(Mar 23, 2017)

e-Print:
- 1703.08540 [cs.ET]

pdf

reference search40 citations

Entanglement and tensor network states

#25

J. Eisert

(Aug 15, 2013)

Contribution to:
- Autumn School on Correlated Electrons
•
e-Print:
- 1308.3318 [quant-ph]

pdf

reference search71 citations

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