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Variational Quantum Algorithms
v1v2 (latest)

Variational Quantum Algorithms

Nature Reviews Physics (Nat. Rev. Phys.), 2020
16 December 2020
M. Cerezo
A. Arrasmith
Ryan Babbush
S. Benjamin
Suguru Endo
Keisuke Fujii
Jarrod R. McClean
K. Mitarai
Xiao Yuan
L. Cincio
Patrick J. Coles
ArXiv (abs)PDFHTML

Papers citing "Variational Quantum Algorithms"

50 / 471 papers shown
Title
Quantum Visual Feature Encoding Revisited
Quantum Visual Feature Encoding Revisited
Xuan-Bac Nguyen
Hoang-Quan Nguyen
Hugh Churchill
Samee U. Khan
Khoa Luu
133
12
0
30 May 2024
Training-efficient density quantum machine learning
Training-efficient density quantum machine learning
Brian Coyle
El Amine Cherrat
Nishant Jain
Natansh Mathur
Snehal Raj
Skander Kazdaghli
Iordanis Kerenidis
261
8
0
30 May 2024
Qubit-efficient Variational Quantum Algorithms for Image Segmentation
Qubit-efficient Variational Quantum Algorithms for Image SegmentationInternational Conference on Quantum Computing and Engineering (QCE), 2024
Supreeth Mysore Venkatesh
A. Macaluso
Marlon Nuske
Matthias Klusch
A. Dengel
103
8
0
23 May 2024
Principal eigenstate classical shadows
Principal eigenstate classical shadows
Daniel Grier
Hakop Pashayan
Luke Schaeffer
78
4
0
22 May 2024
Multi-Scale Feature Fusion Quantum Depthwise Convolutional Neural
  Networks for Text Classification
Multi-Scale Feature Fusion Quantum Depthwise Convolutional Neural Networks for Text Classification
Yixiong Chen
Weichuan Fang
138
3
0
22 May 2024
Universal replication of chaotic characteristics by classical and
  quantum machine learning
Universal replication of chaotic characteristics by classical and quantum machine learning
Shengxing Bai
Shi-Ju Ran
85
0
0
14 May 2024
Graph Neural Networks for Parameterized Quantum Circuits Expressibility
  Estimation
Graph Neural Networks for Parameterized Quantum Circuits Expressibility EstimationInternational Conference on Quantum Computing and Engineering (QCE), 2024
Shammi Aktar
Andreas Bartschi
Diane Oyen
S. Eidenbenz
Abdel-Hameed A. Badawy
91
3
0
13 May 2024
Hype or Heuristic? Quantum Reinforcement Learning for Join Order
  Optimisation
Hype or Heuristic? Quantum Reinforcement Learning for Join Order OptimisationInternational Conference on Quantum Computing and Engineering (QCE), 2024
Maja Franz
Tobias Winker
Sven Groppe
Wolfgang Mauerer
118
13
0
13 May 2024
Quantum Mini-Apps: A Framework for Developing and Benchmarking
  Quantum-HPC Applications
Quantum Mini-Apps: A Framework for Developing and Benchmarking Quantum-HPC Applications
Nishant Saurabh
P. Mantha
Florian J. Kiwit
S. Jha
André Luckow
133
6
0
12 May 2024
Separable Power of Classical and Quantum Learning Protocols Through the
  Lens of No-Free-Lunch Theorem
Separable Power of Classical and Quantum Learning Protocols Through the Lens of No-Free-Lunch Theorem
Xinbiao Wang
Yuxuan Du
Kecheng Liu
Yong Luo
Bo Du
Dacheng Tao
125
1
0
12 May 2024
Resource-Efficient and Self-Adaptive Quantum Search in a
  Quantum-Classical Hybrid System
Resource-Efficient and Self-Adaptive Quantum Search in a Quantum-Classical Hybrid System
Zihao Jiang
Zefan Du
Shaolun Ruan
Juntao Chen
Yong Wang
Long Cheng
Rajkumar Buyya
Ying Mao
100
1
0
07 May 2024
Quantum-Classical Separations in Shallow-Circuit-Based Learning with and
  without Noises
Quantum-Classical Separations in Shallow-Circuit-Based Learning with and without Noises
Zhihan Zhang
Weiyuan Gong
Weikang Li
Dong-Ling Deng
168
10
0
01 May 2024
Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for
  Long-Tailed Chest X-Ray Classification
Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray Classification
Skylar Chan
Pranav Kulkarni
Paul H. Yi
Vishwa S. Parekh
237
0
0
30 Apr 2024
Quantum Cloud Computing: Trends and Challenges
Quantum Cloud Computing: Trends and Challenges
Muhammed Golec
Emir Sahin Hatay
Mustafa Golec
Murat Uyar
Merve Golec
S. Gill
130
29
0
30 Apr 2024
Hybrid Magnonic Reservoir Computing
Hybrid Magnonic Reservoir Computing
Cliff B. Abbott
Dmytro A. Bozhko
97
1
0
25 Apr 2024
Guided-SPSA: Simultaneous Perturbation Stochastic Approximation assisted by the Parameter Shift Rule
Guided-SPSA: Simultaneous Perturbation Stochastic Approximation assisted by the Parameter Shift Rule
Maniraman Periyasamy
Axel Plinge
Christopher Mutschler
Daniel D. Scherer
Wolfgang Mauerer
155
15
0
24 Apr 2024
Fourier Series Guided Design of Quantum Convolutional Neural Networks for Enhanced Time Series Forecasting
Fourier Series Guided Design of Quantum Convolutional Neural Networks for Enhanced Time Series Forecasting
Sandra Leticia Juárez-Osorio
Mayra Alejandra Rivera-Ruiz
Andres Mendez-Vazquez
Eduardo Rodriguez-Tello
AI4TS
138
0
0
23 Apr 2024
Decoupled Weight Decay for Any $p$ Norm
Decoupled Weight Decay for Any ppp Norm
N. Outmezguine
Noam Levi
144
4
0
16 Apr 2024
Warm-Start Variational Quantum Policy Iteration
Warm-Start Variational Quantum Policy Iteration
Nico Meyer
Jakob Murauer
Alexander Popov
Christian Ufrecht
Axel Plinge
Christopher Mutschler
Daniel D. Scherer
102
4
0
16 Apr 2024
Paving the Way to Hybrid Quantum-Classical Scientific Workflows
Paving the Way to Hybrid Quantum-Classical Scientific Workflows
S. S. Cranganore
Vincenzo De Maio
Ivona Brandić
Ewa Deelman
AI4CE
158
16
0
16 Apr 2024
Comprehensive Library of Variational LSE Solvers
Comprehensive Library of Variational LSE Solvers
Nico Meyer
Martin Röhn
Jakob Murauer
Axel Plinge
Christopher Mutschler
Daniel D. Scherer
85
2
0
15 Apr 2024
Variational quantum simulation: a case study for understanding warm starts
Variational quantum simulation: a case study for understanding warm starts
Ricard Puig-i-Valls
Marc Drudis
Supanut Thanasilp
Zoë Holmes
325
37
0
15 Apr 2024
Qandle: Accelerating State Vector Simulation Using Gate-Matrix Caching
  and Circuit Splitting
Qandle: Accelerating State Vector Simulation Using Gate-Matrix Caching and Circuit Splitting
Gerhard Stenzel
Sebastian Zielinski
Michael Kölle
Philipp Altmann
Jonas Nüßlein
Thomas Gabor
84
1
0
14 Apr 2024
Qiskit-Torch-Module: Fast Prototyping of Quantum Neural Networks
Qiskit-Torch-Module: Fast Prototyping of Quantum Neural NetworksInternational Conference on Quantum Computing and Engineering (QCE), 2024
Nico Meyer
Christian Ufrecht
Maniraman Periyasamy
Axel Plinge
Christopher Mutschler
Daniel D. Scherer
Andreas R. Maier
157
6
0
09 Apr 2024
Efficient Gradient Estimation of Variational Quantum Circuits with Lie
  Algebraic Symmetries
Efficient Gradient Estimation of Variational Quantum Circuits with Lie Algebraic Symmetries
Mohsen Heidari
Masih Mozakka
Wojtek Szpankowski
95
2
0
07 Apr 2024
Optimizing Quantum Convolutional Neural Network Architectures for
  Arbitrary Data Dimension
Optimizing Quantum Convolutional Neural Network Architectures for Arbitrary Data Dimension
Changwon Lee
Israel F. Araujo
Dongha Kim
Junghan Lee
Siheon Park
Ju-Young Ryu
Daniel K. Park
130
3
0
28 Mar 2024
On Optimizing Hyperparameters for Quantum Neural Networks
On Optimizing Hyperparameters for Quantum Neural Networks
Sabrina Herbst
Vincenzo De Maio
Ivona Brandić
171
4
0
27 Mar 2024
Image Classification with Rotation-Invariant Variational Quantum
  Circuits
Image Classification with Rotation-Invariant Variational Quantum CircuitsPhysical Review Research (PRR), 2024
Paul San Sebastian
Mikel Canizo
Román Orús
177
7
0
22 Mar 2024
Early-stage detection of cognitive impairment by hybrid
  quantum-classical algorithm using resting-state functional MRI time-series
Early-stage detection of cognitive impairment by hybrid quantum-classical algorithm using resting-state functional MRI time-series
Junggu Choi
Tak Hur
Daniel K. Park
Na-Young Shin
Seung-Koo Lee
Hakbae Lee
Sanghoon Han
141
3
0
16 Mar 2024
Bridging Quantum Computing and Differential Privacy: Insights into
  Quantum Computing Privacy
Bridging Quantum Computing and Differential Privacy: Insights into Quantum Computing PrivacyInternational Conference on Quantum Computing and Engineering (QCE), 2024
Yusheng Zhao
Hui Zhong
Xinyue Zhang
Yuqing Li
Chi Zhang
Miao Pan
181
5
0
14 Mar 2024
Jet Discrimination with Quantum Complete Graph Neural Network
Jet Discrimination with Quantum Complete Graph Neural Network
Yi-An Chen
Kai-Feng Chen
GNN
108
3
0
08 Mar 2024
Parameterized quantum comb and simpler circuits for reversing unknown qubit-unitary operations
Parameterized quantum comb and simpler circuits for reversing unknown qubit-unitary operations
Yin Mo
Lei Zhang
Yuanyi Chen
Yingjian Liu
Tengxiang Lin
Xin Wang
198
8
0
06 Mar 2024
Training Computer Scientists for the Challenges of Hybrid
  Quantum-Classical Computing
Training Computer Scientists for the Challenges of Hybrid Quantum-Classical Computing
Vincenzo De Maio
Meerzhan Kanatbekova
F. Zilk
Nicolai Friis
Tobias Guggemos
Ivona Brandić
62
5
0
01 Mar 2024
Streaming IoT Data and the Quantum Edge: A Classic/Quantum Machine
  Learning Use Case
Streaming IoT Data and the Quantum Edge: A Classic/Quantum Machine Learning Use Case
Sabrina Herbst
Vincenzo De Maio
Ivona Brandić
94
2
0
23 Feb 2024
Spectral invariance and maximality properties of the frequency spectrum of quantum neural networks
Spectral invariance and maximality properties of the frequency spectrum of quantum neural networks
Patrick Holzer
Ivica Turkalj
176
2
0
22 Feb 2024
QuanTest: Entanglement-Guided Testing of Quantum Neural Network Systems
QuanTest: Entanglement-Guided Testing of Quantum Neural Network Systems
Jinjing Shi
Zimeng Xiao
Heyuan Shi
Yu Jiang
Xuelong Li
AAML
138
3
0
20 Feb 2024
Trained quantum neural networks are Gaussian processes
Trained quantum neural networks are Gaussian processes
Filippo Girardi
Giacomo De Palma
127
5
0
13 Feb 2024
Generating Universal Adversarial Perturbations for Quantum Classifiers
Generating Universal Adversarial Perturbations for Quantum Classifiers
Gautham Anil
Vishnu Vinod
Apurva Narayan
AAML
154
7
0
13 Feb 2024
Quantum neural network with ensemble learning to mitigate barren plateaus and cost function concentration
Quantum neural network with ensemble learning to mitigate barren plateaus and cost function concentration
Lucas Friedrich
Jonas Maziero
243
5
0
08 Feb 2024
Curriculum reinforcement learning for quantum architecture search under
  hardware errors
Curriculum reinforcement learning for quantum architecture search under hardware errorsInternational Conference on Learning Representations (ICLR), 2024
Yash J. Patel
Akash Kundu
M. Ostaszewski
X. Bonet-Monroig
Vedran Dunjko
Onur Danaci
141
39
0
05 Feb 2024
Quantum Circuit Reconstruction from Power Side-Channel Attacks on Quantum Computer Controllers
Quantum Circuit Reconstruction from Power Side-Channel Attacks on Quantum Computer Controllers
Ferhat Erata
Chuan Xu
R. Piskac
Jakub Szefer
147
16
0
29 Jan 2024
VQC-Based Reinforcement Learning with Data Re-uploading: Performance and
  Trainability
VQC-Based Reinforcement Learning with Data Re-uploading: Performance and TrainabilityQuantum Machine Intelligence (QMI), 2024
Rodrigo Coelho
André Sequeira
Luis Paulo Santos
158
15
0
21 Jan 2024
Quantum Architecture Search with Unsupervised Representation Learning
Quantum Architecture Search with Unsupervised Representation Learning
Yize Sun
Zixin Wu
Yunpu Ma
Volker Tresp
272
9
0
21 Jan 2024
Neural auto-designer for enhanced quantum kernels
Neural auto-designer for enhanced quantum kernelsInternational Conference on Learning Representations (ICLR), 2024
Cong Lei
Yuxuan Du
Peng Mi
Jun-chen Yu
Tongliang Liu
134
8
0
20 Jan 2024
Symmetry breaking in geometric quantum machine learning in the presence
  of noise
Symmetry breaking in geometric quantum machine learning in the presence of noisePRX Quantum (PRX Quantum), 2024
Cenk Tüysüz
Su Yeon Chang
Maria Demidik
Karl Jansen
S. Vallecorsa
Michele Grossi
129
15
0
17 Jan 2024
Élivágar: Efficient Quantum Circuit Search for Classification
Élivágar: Efficient Quantum Circuit Search for ClassificationInternational Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2024
Sashwat Anagolum
Narges Alavisamani
Poulami Das
Moinuddin K. Qureshi
Eric Kessler
Yunong Shi
157
24
0
17 Jan 2024
Quantum Privacy Aggregation of Teacher Ensembles (QPATE) for
  Privacy-preserving Quantum Machine Learning
Quantum Privacy Aggregation of Teacher Ensembles (QPATE) for Privacy-preserving Quantum Machine LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
William Watkins
Heehwan Wang
Sang-Peel Bae
Huan-Hsin Tseng
Jiook Cha
Samuel Yen-Chi Chen
Shinjae Yoo
71
3
0
15 Jan 2024
A Reinforcement Learning Environment for Directed Quantum Circuit
  Synthesis
A Reinforcement Learning Environment for Directed Quantum Circuit SynthesisInternational Conference on Agents and Artificial Intelligence (ICAART), 2024
Michael Kolle
Tom Schubert
Philipp Altmann
Maximilian Zorn
Jonas Stein
Claudia Linnhoff-Popien
136
15
0
13 Jan 2024
Quantum Advantage Actor-Critic for Reinforcement Learning
Quantum Advantage Actor-Critic for Reinforcement LearningInternational Conference on Agents and Artificial Intelligence (ICAART), 2024
Michael Kolle
Mohamad Hgog
Fabian Ritz
Philipp Altmann
Maximilian Zorn
Jonas Stein
Claudia Linnhoff-Popien
139
11
0
13 Jan 2024
Quantum Generative Diffusion Model: A Fully Quantum-Mechanical Model for
  Generating Quantum State Ensemble
Quantum Generative Diffusion Model: A Fully Quantum-Mechanical Model for Generating Quantum State Ensemble
Chuangtao Chen
Qinglin Zhao
Mengchu Zhou
Zhimin He
Zhili Sun
Haozhen Situ
180
11
0
13 Jan 2024
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