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1803.11173
Cited By
Barren plateaus in quantum neural network training landscapes
29 March 2018
Jarrod R. McClean
Sergio Boixo
V. Smelyanskiy
Ryan Babbush
Hartmut Neven
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Papers citing
"Barren plateaus in quantum neural network training landscapes"
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Title
A Block-Ring connected Topology of Parameterized Quantum Circuits
Wenjie Liu
Qingshan Wu
49
2
0
21 Aug 2023
Neural Networks for Programming Quantum Annealers
Samuel Bosch
B. Kiani
Rui-Yuan Yang
A. Lupascu
S. Lloyd
29
2
0
13 Aug 2023
Semisupervised Anomaly Detection using Support Vector Regression with Quantum Kernel
Kilian Tscharke
Sebastian Issel
Pascal Debus
87
8
0
01 Aug 2023
Universal Approximation Theorem and error bounds for quantum neural networks and quantum reservoirs
Lukas Gonon
A. Jacquier
78
15
0
24 Jul 2023
Post-variational quantum neural networks
Po-Wei Huang
Patrick Rebentrost
60
4
0
20 Jul 2023
A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices
Jinyang Li
Zhepeng Wang
Zhirui Hu
Prasanna Date
A. Li
Weiwen Jiang
70
10
0
19 Jul 2023
Computing the gradients with respect to all parameters of a quantum neural network using a single circuit
Guanglei He
99
1
0
16 Jul 2023
Noisy Tensor Ring approximation for computing gradients of Variational Quantum Eigensolver for Combinatorial Optimization
Dheeraj Peddireddy
Utkarsh Priyam
Vaneet Aggarwal
44
2
0
08 Jul 2023
Hybrid Ground-State Quantum Algorithms based on Neural Schrödinger Forging
Paulin de Schoulepnikoff
Oriel Kiss
S. Vallecorsa
Giuseppe Carleo
Michele Grossi
107
9
0
05 Jul 2023
Quantum Neural Estimation of Entropies
Ziv Goldfeld
Dhrumil Patel
Sreejith Sreekumar
Mark M. Wilde
80
9
0
03 Jul 2023
Quantum Machine Learning on Near-Term Quantum Devices: Current State of Supervised and Unsupervised Techniques for Real-World Applications
Yaswitha Gujju
A. Matsuo
Raymond H. Putra
63
25
0
03 Jul 2023
Optimizing Kernel-Target Alignment for cloud detection in multispectral satellite images
Artur Miroszewski
Jakub Mielczarek
Filip Szczepanek
G. Czelusta
B. Grabowski
Bertrand Le Saux
J. Nalepa
47
2
0
26 Jun 2023
Understanding quantum machine learning also requires rethinking generalization
Elies Gil-Fuster
Jens Eisert
Carlos Bravo-Prieto
91
50
0
23 Jun 2023
Towards quantum enhanced adversarial robustness in machine learning
Maxwell T. West
S. Tsang
J. S. Low
C. Hill
C. Leckie
Lloyd C. L. Hollenberg
S. Erfani
Muhammad Usman
AAML
OOD
79
57
0
22 Jun 2023
Splitting and Parallelizing of Quantum Convolutional Neural Networks for Learning Translationally Symmetric Data
Koki Chinzei
Quoc Hoan Tran
Kazunori Maruyama
H. Oshima
S. Sato
98
10
0
12 Jun 2023
Transition Role of Entangled Data in Quantum Machine Learning
Xinbiao Wang
Yuxuan Du
Zhuozhuo Tu
Yong Luo
Xiao Yuan
Dacheng Tao
92
9
0
06 Jun 2023
Reduction of finite sampling noise in quantum neural networks
D. Kreplin
Marco Roth
88
16
0
02 Jun 2023
On quantum backpropagation, information reuse, and cheating measurement collapse
Amira Abbas
Robbie King
Hsin-Yuan Huang
W. Huggins
R. Movassagh
D. Gilboa
Jarrod R. McClean
86
42
0
22 May 2023
Quantum Neural Network for Quantum Neural Computing
Min-Gang Zhou
Zhi-Ping Liu
Hua‐Lei Yin
Chen-Long Li
Tong Xu
Zeng-Bing Chen
63
41
0
15 May 2023
Trainability barriers and opportunities in quantum generative modeling
Manuel S. Rudolph
S. Lerch
Supanut Thanasilp
Oriel Kiss
S. Vallecorsa
Michele Grossi
Zoë Holmes
90
27
0
04 May 2023
Energy-dependent barren plateau in bosonic variational quantum circuits
Bingzhi Zhang
Quntao Zhuang
62
6
0
02 May 2023
Quantum Gaussian Process Regression for Bayesian Optimization
Frederic Rapp
Marco Roth
GP
47
20
0
25 Apr 2023
Learning To Optimize Quantum Neural Network Without Gradients
Ankit Kulshrestha
Xiaoyuan Liu
Hayato Ushijima-Mwesigwa
Ilya Safro
66
5
0
15 Apr 2023
Variational Denoising for Variational Quantum Eigensolver
Quoc-Hoan Tran
Shinji Kikuchi
H. Oshima
69
3
0
02 Apr 2023
Quantum Deep Hedging
El Amine Cherrat
S. Raj
Iordanis Kerenidis
Abhishek Shekhar
Ben Wood
...
Pierre Minssen
Ruslan Shaydulin
Yue Sun
Romina Yalovetzky
Marco Pistoia
78
26
0
29 Mar 2023
Quantum approximate optimization via learning-based adaptive optimization
Lixue Cheng
Yu-Qin Chen
Shi-Xin Zhang
Shengyu Zhang
55
25
0
27 Mar 2023
Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels
Xuchen You
Shouvanik Chakrabarti
Boyang Chen
Xiaodi Wu
78
10
0
26 Mar 2023
Tensor networks for quantum machine learning
Hans-Martin Rieser
Frank Köster
A. Raulf
51
23
0
21 Mar 2023
Challenges and Opportunities in Quantum Machine Learning
M. Cerezo
Guillaume Verdon
Hsin-Yuan Huang
L. Cincio
Patrick J. Coles
VLM
70
445
0
16 Mar 2023
Parallel Hybrid Networks: an interplay between quantum and classical neural networks
Mohammad Kordzanganeh
Daria Kosichkina
A. Melnikov
GNN
89
24
0
06 Mar 2023
Optimizing Quantum Federated Learning Based on Federated Quantum Natural Gradient Descent
Jun Qi
Xiaolin Zhang
Javier Tejedor
FedML
56
8
0
27 Feb 2023
Differentiable Rotamer Sampling with Molecular Force Fields
Congzhou M. Sha
Jian Wang
Nikolay V. Dokholyan
32
2
0
22 Feb 2023
Effects of noise on the overparametrization of quantum neural networks
Diego García-Martín
Martín Larocca
M. Cerezo
85
18
0
10 Feb 2023
Fourier series weight in quantum machine learning
Parfait Atchade-Adelomou
Kent Larson
46
0
0
31 Jan 2023
The quantum cost function concentration dependency on the parametrization expressivity
Lucas Friedrich
Jonas Maziero
77
14
0
17 Jan 2023
SEQUENT: Towards Traceable Quantum Machine Learning using Sequential Quantum Enhanced Training
Philipp Altmann
Leo Sünkel
Jonas Stein
Tobias Müller
Christoph Roch
Claudia Linnhoff-Popien
41
5
0
06 Jan 2023
Problem-Dependent Power of Quantum Neural Networks on Multi-Class Classification
Yuxuan Du
Yibo Yang
Dacheng Tao
Min-hsiu Hsieh
108
23
0
29 Dec 2022
The Quantum Path Kernel: a Generalized Quantum Neural Tangent Kernel for Deep Quantum Machine Learning
Massimiliano Incudini
Michele Grossi
Antonio Mandarino
S. Vallecorsa
Alessandra Di Pierro
David Windridge
96
10
0
22 Dec 2022
Hybrid Quantum-Classical Generative Adversarial Network for High Resolution Image Generation
S. Tsang
Maxwell T. West
S. Erfani
Muhammad Usman
GAN
62
36
0
22 Dec 2022
Harmonic (Quantum) Neural Networks
Atiyo Ghosh
Antonio A. Gentile
M. Dagrada
Chul Lee
S. Kim
Hyukgeun Cha
Yunjun Choi
Brad Kim
J. Kye
V. Elfving
AI4CE
74
1
0
14 Dec 2022
Quantum Policy Gradient Algorithm with Optimized Action Decoding
Nico Meyer
Daniel D. Scherer
Axel Plinge
Christopher Mutschler
M. Hartmann
61
21
0
13 Dec 2022
Enhancing Quantum Adversarial Robustness by Randomized Encodings
Weiyuan Gong
D. Yuan
Weikang Li
D. Deng
AAML
105
19
0
05 Dec 2022
Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding
Won Joon Yun
Jae Pyoung Kim
Hankyul Baek
Soyi Jung
Jihong Park
M. Bennis
Joongheon Kim
75
4
0
04 Dec 2022
An exponentially-growing family of universal quantum circuits
Mohammad Kordzanganeh
P. Sekatski
Leonid Fedichkin
A. Melnikov
101
20
0
01 Dec 2022
Numerical evidence against advantage with quantum fidelity kernels on classical data
L. Slattery
Ruslan Shaydulin
Shouvanik Chakrabarti
Marco Pistoia
Sami Khairy
Stefan M. Wild
49
18
0
29 Nov 2022
Benchmarking simulated and physical quantum processing units using quantum and hybrid algorithms
Mohammad Kordzanganeh
M. Buchberger
Basil Kyriacou
Maxim Povolotskii
W. Fischer
Andrii Kurkin
Wilfrid Somogyi
Asel Sagingalieva
M. Pflitsch
A. Melnikov
95
41
0
28 Nov 2022
Expressibility-Enhancing Strategies for Quantum Neural Networks
Y. Liao
Junpeng Zhan
62
6
0
23 Nov 2022
Near-Term Quantum Computing Techniques: Variational Quantum Algorithms, Error Mitigation, Circuit Compilation, Benchmarking and Classical Simulation
Heliang Huang
Xiao-Yue Xu
Chu Guo
Guojing Tian
Shijie Wei
Xiaoming Sun
Wansu Bao
G. Long
53
74
0
16 Nov 2022
An Invitation to Distributed Quantum Neural Networks
Lirande Pira
C. Ferrie
68
18
0
14 Nov 2022
Efficient and quantum-adaptive machine learning with fermion neural networks
Peikun Zheng
Jia-Bao Wang
Yi Zhang
30
3
0
10 Nov 2022
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