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1611.09347
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Quantum Machine Learning
28 November 2016
Jacob Biamonte
P. Wittek
Nicola Pancotti
Patrick Rebentrost
N. Wiebe
S. Lloyd
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Papers citing
"Quantum Machine Learning"
50 / 383 papers shown
Transfer learning in hybrid classical-quantum neural networks
A. Mari
T. Bromley
J. Izaac
Maria Schuld
N. Killoran
251
368
0
17 Dec 2019
Variational Quantum Circuits for Quantum State Tomography
Yong Liu
Dongyang Wang
Shichuan Xue
Anqi Huang
Xiang Fu
...
Heliang Huang
Mingtang Deng
Chu Guo
Xuejun Yang
Junjie Wu
141
48
0
16 Dec 2019
A quantum active learning algorithm for sampling against adversarial attacks
New Journal of Physics (New J. Phys.), 2019
Pablo Antonio Moreno Casares
M. Martin-Delgado
AAML
218
11
0
06 Dec 2019
A Path Towards Quantum Advantage in Training Deep Generative Models with Quantum Annealers
Walter Winci
L. Buffoni
Hossein Sadeghi
Amir Khoshaman
Evgeny Andriyash
Mohammad H. Amin
BDL
DRL
114
60
0
04 Dec 2019
Quantum Computation with Machine-Learning-Controlled Quantum Stuff
L. Hardy
Adam G. M. Lewis
45
2
0
29 Nov 2019
Variational Quantum Algorithms for Dimensionality Reduction and Classification
Jin‐Min Liang
Shuqian Shen
Ming Li
Lei Li
99
37
0
27 Oct 2019
On the convergence of projective-simulation-based reinforcement learning in Markov decision processes
Quantum Machine Intelligence (QMI), 2019
Walter L. Boyajian
Jens Clausen
Lea M. Trenkwalder
Vedran Dunjko
Hans J. Briegel
260
16
0
25 Oct 2019
Geometry of learning neural quantum states
Chae-Yeun Park
M. Kastoryano
147
71
0
24 Oct 2019
Information Scrambling in Quantum Neural Networks
Physical Review Letters (PRL), 2019
Huitao Shen
Pengfei Zhang
Yi-Zhuang You
H. Zhai
GNN
266
59
0
26 Sep 2019
Quantum process tomography with unknown single-preparation input states
Y. Deville
A. Deville
66
12
0
18 Sep 2019
Learning Algebraic Models of Quantum Entanglement
Quantum Information Processing (QIP), 2019
Hamza Jaffali
Luke Oeding
184
10
0
27 Aug 2019
Quantum Expectation-Maximization Algorithm
Hideyuki Miyahara
Kazuyuki Aihara
W. Lechner
VLM
97
24
0
19 Aug 2019
A Quantum-inspired Algorithm for General Minimum Conical Hull Problems
Physical Review Research (PRR), 2019
Yuxuan Du
Min-hsiu Hsieh
Tongliang Liu
Dacheng Tao
248
14
0
16 Jul 2019
An Artificial Spiking Quantum Neuron
npj Quantum Information (npjQI), 2019
L. B. Kristensen
M. Degroote
P. Wittek
Alán Aspuru-Guzik
N. Zinner
189
32
0
14 Jul 2019
Quantum-inspired canonical correlation analysis for exponentially large dimensional data
Neural Networks (NN), 2019
Naoko Koide-Majima
Kei Majima
155
11
0
07 Jul 2019
Experimental measurement of Hilbert-Schmidt distance between two-qubit states as means for speeding-up machine learning
Physical Review Letters (PRL), 2019
Vojtěch Trávníček
Karol Bartkiewicz
A. Černoch
K. Lemr
130
16
0
04 Jul 2019
Variational Quantum Circuits for Deep Reinforcement Learning
IEEE Access (IEEE Access), 2019
Samuel Yen-Chi Chen
Chao-Han Huck Yang
Jun Qi
Pin-Yu Chen
Xiaoli Ma
H. Goan
309
393
0
30 Jun 2019
Machine Learning Phase Transitions with a Quantum Processor
Alexey Uvarov
A. Kardashin
Jacob Biamonte
118
71
0
24 Jun 2019
Predicting Research Trends with Semantic and Neural Networks with an application in Quantum Physics
Proceedings of the National Academy of Sciences of the United States of America (PNAS), 2019
Mario Krenn
A. Zeilinger
GNN
219
84
0
17 Jun 2019
Experimental kernel-based quantum machine learning in finite feature space
Scientific Reports (Sci Rep), 2019
Karol Bartkiewicz
C. Gneiting
A. Černoch
K. Jiráková
K. Lemr
Franco Nori
171
83
0
10 Jun 2019
Protocol for implementing quantum nonparametric learning with trapped ions
Physical Review Letters (PRL), 2019
Dan-Bo Zhang
Shi-Liang Zhu
Zhenghan Wang
112
15
0
08 Jun 2019
Near-Term Quantum-Classical Associative Adversarial Networks
Eric R. Anschütz
Cristian Zanoci
GAN
162
13
0
30 May 2019
Wave Physics as an Analog Recurrent Neural Network
Science Advances (Sci Adv), 2019
Tyler W. Hughes
Ian A. D. Williamson
M. Minkov
S. Fan
240
323
0
29 Apr 2019
Quantum-assisted associative adversarial network: Applying quantum annealing in deep learning
M. Wilson
T. Vandal
Tad Hogg
E. Rieffel
GAN
BDL
132
40
0
23 Apr 2019
Efficient Online Quantum Generative Adversarial Learning Algorithms with Applications
Yuxuan Du
Min-hsiu Hsieh
Dacheng Tao
184
23
0
21 Apr 2019
Quantum-Inspired Computing: Can it be a Microscopic Computing Model of the Brain?
Y. Katayama
143
4
0
11 Apr 2019
Sublinear quantum algorithms for training linear and kernel-based classifiers
Tongyang Li
Shouvanik Chakrabarti
Xiaodi Wu
186
81
0
04 Apr 2019
Low-Depth Optical Neural Networks
Xiao-Ming Zhang
M. Yung
121
10
0
03 Apr 2019
Generative Tensor Network Classification Model for Supervised Machine Learning
Zheng-Zhi Sun
C. Peng
Ding Liu
Shi-Ju Ran
G. Su
113
48
0
26 Mar 2019
Efficient Learning for Deep Quantum Neural Networks
Nature Communications (Nat Commun), 2019
Kerstin Beer
Dmytro Bondarenko
Terry Farrelly
T. Osborne
Robert Salzmann
Ramona Wolf
223
663
0
27 Feb 2019
Revealing quantum chaos with machine learning
Y. Kharkov
V. E. Sotskov
A. A. Karazeev
E. Kiktenko
A. Fedorov
AI4CE
122
28
0
25 Feb 2019
'Zhores' -- Petaflops supercomputer for data-driven modeling, machine learning and artificial intelligence installed in Skolkovo Institute of Science and Technology
Igor Zacharov
R. Arslanov
Maxim Gunin
D. Stefonishin
Sergey Pavlov
O. Panarin
Anton K. Maliutin
S. Rykovanov
M. Fedorov
AI4CE
VLM
181
196
0
20 Feb 2019
Probabilistic Modeling with Matrix Product States
J. Stokes
John Terilla
108
36
0
19 Feb 2019
Factoring semi-primes with (quantum) SAT-solvers
M. Mosca
Sebastian R. Verschoor
LRM
161
19
0
04 Feb 2019
Quantum Speedup in Adaptive Boosting of Binary Classification
Ximing Wang
Yue-Chi Ma
Min-hsiu Hsieh
M. Yung
89
23
0
03 Feb 2019
Physical-Layer Supervised Learning Assisted by an Entangled Sensor Network
Quntao Zhuang
Zheshen Zhang
140
109
0
28 Jan 2019
Machine learning applied to quantum synchronization-assisted probing
Gabriel Garau Estarellas
G. Giorgi
Miguel C. Soriano
R. Zambrini
106
11
0
16 Jan 2019
Learning Nonlinear Input-Output Maps with Dissipative Quantum Systems
Jiayin Chen
H. Nurdin
206
55
0
07 Jan 2019
A hybrid machine-learning algorithm for designing quantum experiments
L. O'Driscoll
R. Nichols
P. Knott
104
50
0
07 Dec 2018
Quantum algorithms for feedforward neural networks
J. Allcock
Chang-Yu Hsieh
Iordanis Kerenidis
Shengyu Zhang
196
62
0
07 Dec 2018
Measurement-based adaptation protocol with quantum reinforcement learning in a Rigetti quantum computer
Quantum Reports (QR), 2018
Julio Olivares-Sánchez
J. Casanova
Enrique Solano
L. Lamata
221
40
0
19 Nov 2018
Deep Learning Super-Diffusion in Multiplex Networks
Vito M. Leli
Saeed Osat
T. Tlyachev
Dmitry V. Dylov
Jacob D. Biamonte
GNN
AI4CE
95
4
0
09 Nov 2018
Quantum principal component analysis only achieves an exponential speedup because of its state preparation assumptions
Ewin Tang
184
123
0
31 Oct 2018
Deep Reinforcement Learning
Yuxi Li
VLM
OffRL
361
143
0
15 Oct 2018
Two new results about quantum exact learning
Srinivasan Arunachalam
Sourav Chakraborty
Troy Lee
Manaswi Paraashar
Ronald de Wolf
303
31
0
30 Sep 2018
A Grover-search Based Quantum Learning Scheme for Classification
Yuxuan Du
Min-hsiu Hsieh
Tongliang Liu
Dacheng Tao
217
45
0
17 Sep 2018
A Quantum Many-body Wave Function Inspired Language Modeling Approach
Peng Zhang
Zhan Su
Lipeng Zhang
Benyou Wang
D. Song
139
47
0
28 Aug 2018
Quantum enhanced cross-validation for near-optimal neural networks architecture selection
P. D. Santos
Rodrigo S. Sousa
Ismael C. S. Araújo
A. J. D. Silva
100
7
0
27 Aug 2018
Migrating Knowledge between Physical Scenarios based on Artificial Neural Networks
Yurui Qu
Li Jing
Yichen Shen
Min Qiu
Marin Soljacic
MedIm
AI4CE
176
105
0
27 Aug 2018
Realizing quantum linear regression with auxiliary qumodes
Dan-Bo Zhang
Z. Xue
Shi-Liang Zhu
Z. D. Wang
84
13
0
27 Aug 2018
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