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Quantum Machine Learning

28 November 2016

Jacob Biamonte

Papers citing "Quantum Machine Learning"

50 / 377 papers shown

Title
Counter Denial of Service for Next-Generation Networks within the Artificial Intelligence and Post-Quantum EraInternational Conference on Trust, Privacy and Security in Intelligent Systems and Applications (ICPSISA), 2024 Saleh Darzi Attila A. Yavuz AAML 241 5 0 08 Aug 2024
QADQN: Quantum Attention Deep Q-Network for Financial Market PredictionInternational Conference on Quantum Computing and Engineering (QCE), 2024 Siddhant Dutta Nouhaila Innan Alberto Marchisio Sadok Ben Yahia Muhammad Shafique AIFin 196 17 0 06 Aug 2024
Noise-Aware Distributed Quantum Approximate Optimization Algorithm on Near-term Quantum Hardware Kuan-Cheng Chen Xiatian Xu Felix Burt Chen-Yu Liu Shang Yu Kin K Leung 147 16 0 24 Jul 2024
Quantum Supervised Learning A. Macaluso 177 7 0 24 Jul 2024
A Quantum Leaky Integrate-and-Fire Spiking Neuron and Network D. Brand Francesco Petruccione 214 7 0 23 Jul 2024
Quantum Computing for Climate Resilience and Sustainability Challenges Kin Tung Michael Ho Kuan-Cheng Chen Lily Lee Felix Burt Shang Yu Po-Heng Lee Lee AI4CE 132 16 0 23 Jul 2024
Trade-off between Gradient Measurement Efficiency and Expressivity in Deep Quantum Neural Networks Koki Chinzei Shinichiro Yamano Quoc-Hoan Tran Yasuhiro Endo H. Oshima 295 7 0 26 Jun 2024
Quantum Computing in Intelligent Transportation Systems: A Survey Yifan Zhuang Talha Azfar Yinhai Wang Wei Sun Xiaokun Wang Qianwen Guo Ruimin Ke 247 14 0 02 Jun 2024
Diffusion-Inspired Quantum Noise Mitigation in Parameterized Quantum Circuits Hoang-Quan Nguyen Xuan-Bac Nguyen Samuel Yen-Chi Chen Hugh Churchill Nicholas Borys Samee U. Khan Khoa Luu DiffM 442 11 0 02 Jun 2024
Quantum Visual Feature Encoding Revisited Xuan-Bac Nguyen Hoang-Quan Nguyen Hugh Churchill Samee U. Khan Khoa Luu 177 14 0 30 May 2024
QClusformer: A Quantum Transformer-based Framework for Unsupervised Visual Clustering Xuan-Bac Nguyen Hoang-Quan Nguyen Samuel Yen-Chi Chen Samee U. Khan Hugh Churchill Khoa Luu 220 18 0 30 May 2024
Qiskit Code Assistant: Training LLMs for generating Quantum Computing Code Nicolas Dupuis Luca Buratti Sanjay Vishwakarma Aitana Viudes Forrat David Kremer Ismael Faro Ruchir Puri Juan Cruz-Benito 210 25 0 29 May 2024
Multi-Scale Feature Fusion Quantum Depthwise Convolutional Neural Networks for Text Classification Yixiong Chen Weichuan Fang 170 6 0 22 May 2024
Quantum Neural Networks for Solving Power System Transient Simulation ProblemEnergies (Energies), 2024 Mohammadreza Soltaninia Junpeng Zhan 223 4 0 19 May 2024
Quantum Vision Transformers for Quark-Gluon Classification Marçal Comajoan Cara Gopal Ramesh Dahale Zhongtian Dong Roy T. Forestano S. Gleyzer ... Kyoungchul Kong Tom Magorsch Konstantin T. Matchev Katia Matcheva Eyup B. Unlu 161 12 0 16 May 2024
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 167 4 0 13 May 2024
Quantum-Classical Separations in Shallow-Circuit-Based Learning with and without Noises Zhihan Zhang Weiyuan Gong Weikang Li Dong-Ling Deng 196 10 0 01 May 2024
Quantum Cloud Computing: Trends and Challenges Muhammed Golec Emir Sahin Hatay Mustafa Golec Murat Uyar Merve Golec S. Gill 154 34 0 30 Apr 2024
Quantum Patch-Based Autoencoder for Anomaly Segmentation Maria Francisca Madeira Alessandro Poggiali Jeanette Miriam Lorenz 160 1 0 26 Apr 2024
Constructing Optimal Noise Channels for Enhanced Robustness in Quantum Machine Learning David Winderl Nicola Franco J. M. Lorenz AAML 202 3 0 25 Apr 2024
Tensor-Networks-based Learning of Probabilistic Cellular Automata Dynamics Heitor P. Casagrande Bo Xing William J. Munro Chu Guo Dario Poletti 150 0 0 17 Apr 2024
Paving the Way to Hybrid Quantum-Classical Scientific Workflows S. S. Cranganore Vincenzo De Maio Ivona Brandić Ewa Deelman AI4CE 178 18 0 16 Apr 2024
A Modified Depolarization Approach for Efficient Quantum Machine Learning Bikram Khanal Pablo Rivas 264 6 0 10 Apr 2024
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 193 6 0 09 Apr 2024
QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection Nouhaila Innan Alberto Marchisio Mohamed Bennai Muhammad Shafique 565 27 0 03 Apr 2024
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 173 3 0 28 Mar 2024
Image Classification with Rotation-Invariant Variational Quantum CircuitsPhysical Review Research (PRR), 2024 Paul San Sebastian Mikel Canizo Román Orús 225 7 0 22 Mar 2024
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 165 7 0 16 Mar 2024
Jet Discrimination with Quantum Complete Graph Neural Network Yi-An Chen Kai-Feng Chen GNN 164 5 0 08 Mar 2024
QuanTest: Entanglement-Guided Testing of Quantum Neural Network Systems Jinjing Shi Zimeng Xiao Heyuan Shi Yu Jiang Xuelong Li AAML 162 3 0 20 Feb 2024
Barycentric and Pairwise Renyi Quantum Leakage Farhad Farokhi 155 2 0 09 Feb 2024
Coherent Feed Forward Quantum Neural Network Utkarsh Singh A. Z. Goldberg K. Heshami 131 3 0 01 Feb 2024
Quantum-Assisted Hilbert-Space Gaussian Process Regression Ahmad Farooq Cristian A. Galvis-Florez Simo Särkkä 131 8 0 01 Feb 2024
A Strategy for Preparing Quantum Squeezed States Using Reinforcement Learning Xiaolong Zhao Yiming Zhao Ming Li Tingting Li Qian Liu Shuai Guo Xuexi Yi 101 3 0 29 Jan 2024
Parametric Matrix ModelsNature Communications (Nat. Commun.), 2024 Patrick Cook Danny Jammooa Morten Hjorth-Jensen Daniel D. Lee Dean Lee PINN 195 7 0 22 Jan 2024
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 173 26 0 17 Jan 2024
Predominant Aspects on Security for Quantum Machine Learning: Literature ReviewInternational Conference on Quantum Computing and Engineering (QCE), 2024 Nicola Franco Alona Sakhnenko Leon Stolpmann Daniel Thuerck Fabian Petsch Annika Rüll J. M. Lorenz 169 16 0 15 Jan 2024
QuantumSEA: In-Time Sparse Exploration for Noise Adaptive Quantum CircuitsInternational Conference on Quantum Computing and Engineering (QCE), 2023 Tianlong Chen Zhenyu Zhang Hanrui Wang Jiaqi Gu Zi-Chen Li David Z. Pan Frederic T. Chong Song Han Zinan Lin 204 0 0 10 Jan 2024
Efficient Parameter Optimisation for Quantum Kernel Alignment: A Sub-sampling Approach in Variational Training M. E. Sahin Benjamin C. B. Symons Pushpak Pati F. Minhas Declan Millar M. Gabrani J. Robertus Stefano Mensa 175 7 0 05 Jan 2024
Photovoltaic power forecasting using quantum machine learningSolar Energy (SE), 2023 Asel Sagingalieva Stefan Komornyik Arsenii Senokosov Ayush Joshi Alexander Sedykh Christopher Mansell Olga Tsurkan Karan Pinto M. Pflitsch 211 12 0 27 Dec 2023
Federated Quantum Long Short-term Memory (FedQLSTM) Mahdi Chehimi Samuel Yen-Chi Chen Walid Saad Shinjae Yoo FedML 238 30 0 21 Dec 2023
The role of data embedding in equivariant quantum convolutional neural networks Sreetama Das Stefano Martina Filippo Caruso 234 9 0 20 Dec 2023
Machine Learning for Anomaly Detection in Particle Physics Vasilis Belis Patrick Odagiu Thea Klæboe Årrestad 201 65 0 20 Dec 2023
Does provable absence of barren plateaus imply classical simulability?Nature Communications (Nat. Commun.), 2023 M. Cerezo Martín Larocca Diego García-Martín N. L. Diaz Paolo Braccia ... Pablo Bermejo Aroosa Ijaz Supanut Thanasilp Eric R. Anschuetz Zoë Holmes 402 205 0 14 Dec 2023
A Novel Image Classification Framework Based on Variational Quantum AlgorithmsQuantum Information Processing (QIP), 2023 Yixiong Chen 217 9 0 13 Dec 2023
Maximising Quantum-Computing Expressive Power through Randomised CircuitsPhysical Review Research (Phys. Rev. Res.), 2023 Yingli Yang Zongkang Zhang Anbang Wang Xiaosi Xu Xiaoting Wang Ying Li 155 4 0 04 Dec 2023
Quantum Neural Networks under Depolarization Noise: Exploring White-Box Attacks and DefensesQuantum Machine Intelligence (QMI), 2023 David Winderl Nicola Franco J. M. Lorenz AAML 244 10 0 29 Nov 2023
Quantum Inception ScorePhysical Review Research (Phys. Rev. Res.), 2023 Akira Sone Akira Tanji Naoki Yamamoto 293 2 0 20 Nov 2023
Quantum Data Encoding: A Comparative Analysis of Classical-to-Quantum Mapping Techniques and Their Impact on Machine Learning Accuracy Minati Rath Hema Date 94 88 0 17 Nov 2023
Hybrid quantum image classification and federated learning for hepatic steatosis diagnosis L. Lusnig Asel Sagingalieva Mikhail Surmach Tatjana Protasevich Ovidiu Michiu ... Graziano de' Petris D. Bonazza Fabrizio Zanconati A. Melnikov Fabio Cavalli 202 30 0 04 Nov 2023