v1v2 (latest)

Quantum Machine Learning

28 November 2016

Jacob Biamonte

Papers citing "Quantum Machine Learning"

50 / 377 papers shown

Title
FIDDLE: Reinforcement Learning for Quantum Fidelity Enhancement Hoang M. Ngo Tamer Kahveci My T. Thai 57 0 0 17 Oct 2025
Training Variational Quantum Circuits Using Particle Swarm Optimization Marco Mordacci Michele Amoretti 92 1 0 19 Sep 2025
LLM-Guided Ansätze Design for Quantum Circuit Born Machines in Financial Generative Modeling Yaswitha Gujju Romain Harang Tetsuo Shibuya 56 1 0 10 Sep 2025
Towards Quantum Machine Learning for Malicious Code Analysis Jesus Lopez Saeefa Rubaiyet Nowmi Viviana Cadena Mohammad Saidur Rahman AAML 104 1 0 26 Aug 2025
Alz-QNet: A Quantum Regression Network for Studying Alzheimer's Gene Interactions Debanjan Konar Neerav Sreekumar Richard Jiang Vaneet Aggarwal 56 0 0 06 Aug 2025
Quantum-assisted Gaussian process regression using random Fourier features Cristian A. Galvis-Florez Ahmad Farooq Simo Särkkä 94 0 0 30 Jul 2025
Graph Neural Network-Based Predictor for Optimal Quantum Hardware Selection Antonio Tudisco Deborah Volpe Giacomo Orlandi Giovanna Turvani GNN 258 0 0 25 Jul 2025
Quantum Reinforcement Learning by Adaptive Non-local Observables Hsin-Yi Lin Samuel Yen-Chi Chen Huan-Hsin Tseng Shinjae Yoo 124 2 0 25 Jul 2025
Enhancing Quantum Federated Learning with Fisher Information-Based Optimization A. Bhatia Sabre Kais FedML 112 0 0 23 Jul 2025
Quantum Reinforcement Learning Trading Agent for Sector Rotation in the Taiwan Stock Market Chi-Sheng Chen Xinyu Zhang Yihao Chen AIFin 81 5 0 26 Jun 2025
Quantum Feature Optimization for Enhanced Clustering of Blockchain Transaction DataInternational Conference on Computer Communications and Networks (ICCCN), 2025 Yun-Cheng Tsai Samuel Yen-Chi Chen 166 1 0 22 May 2025
Quantum-Enhanced Parameter-Efficient Learning for Typhoon Trajectory Forecasting Chen-Yu Liu Kuan-Cheng Chen Yi-Chien Chen Samuel Yen-Chi Chen Wei-Hao Huang Wei-Jia Huang Yen-Jui Chang 189 5 0 14 May 2025
Differentiable Quantum Architecture Search in Quantum-Enhanced Neural Network Parameter Generation Samuel Yen-Chi Chen Chen-Yu Liu Kuan-Cheng Chen Wei-Jia Huang Yen-Jui Chang Wei-Hao Huang 177 6 0 13 May 2025
Distributed Quantum Neural Networks on Distributed Photonic Quantum Computing Kuan-Cheng Chen Chen-Yu Liu Yu Shang Felix Burt Kin K Leung 207 3 0 13 May 2025
Learning to Learn with Quantum Optimization via Quantum Neural Networks Kuan-Cheng Chen Hiromichi Matsuyama Wei-Hao Huang 135 5 0 01 May 2025
Quantum Autoencoder for Multivariate Time Series Anomaly Detection Kilian Tscharke Maximilian Wendlinger Afrae Ahouzi Pallavi Bhardwaj Kaweh Amoi-Taleghani Michael Schrödl-Baumann Pascal Debus 170 0 0 24 Apr 2025
Predicting fermionic densities using a Projected Quantum Kernel method Francesco Perciavalle Francesco Plastina Michele Pisarra Nicola Lo Gullo 249 1 0 18 Apr 2025
A Quantum of Learning: Using Quaternion Algebra to Model Learning on Quantum DevicesInternational Conference on Digital Signal Processing (DSP), 2025 S. Talebi C. C. Took Danilo P. Mandic 108 0 0 17 Apr 2025
Cross-Problem Parameter Transfer in Quantum Approximate Optimization Algorithm: A Machine Learning Approach Kien X. Nguyen Bao Bach Ilya Safro 195 4 0 14 Apr 2025
ATP: Adaptive Threshold Pruning for Efficient Data Encoding in Quantum Neural NetworksComputer Vision and Pattern Recognition (CVPR), 2025 Mohamed Afane Gabrielle Ebbrecht Ying Wang Juntao Chen Junaid Farooq 197 2 0 26 Mar 2025
Exploring the Potential of QEEGNet for Cross-Task and Cross-Dataset Electroencephalography Encoding with Quantum Machine Learning Chi-Sheng Chen Samuel Yen-Chi Chen Huan-Hsin Tseng 284 4 0 28 Feb 2025
Quantum Annealing Feature Selection on Light-weight Medical Image DatasetsScientific Reports (Sci Rep), 2025 M. Nau Luca A. Nutricati Bruno Camino Paul A. Warburton Andreas Maier 234 1 0 26 Feb 2025
Quantum autoencoders for image classificationQuantum Machine Intelligence (QMI), 2025 Hinako Asaoka Kazue Kudo 299 1 0 21 Feb 2025
Evaluating the Potential of Quantum Machine Learning in Cybersecurity: A Case-Study on PCA-based Intrusion Detection SystemsComputers & security (Comput. Secur.), 2025 Armando Bellante Tommaso Fioravanti Michele Carminati S. Zanero J. F. Doriguello 274 7 0 16 Feb 2025
Application of quantum machine learning using quantum kernel algorithms on multiclass neuron M type classificationScientific Reports (Sci Rep), 2023 Xavier Vasques Hanhee Paik Laura Cif 218 27 0 10 Feb 2025
Generative quantum combinatorial optimization by means of a novel conditional generative quantum eigensolverDigital Discovery (DD), 2025 Shunya Minami Kouhei Nakaji Yohichi Suzuki Alán Aspuru-Guzik Tadashi Kadowaki AI4CE 150 10 0 28 Jan 2025
Comparative Analysis of Quantum and Classical Support Vector Classifiers for Software Bug Prediction: An Exploratory StudyQuantum Machine Intelligence (QMI), 2025 M. Nadim Mohammad Hassan Ashis Kumar Mandal C. Roy B. Roy Kevin A. Schneider 187 4 0 08 Jan 2025
Data-Dependent Generalization Bounds for Parameterized Quantum Models Under NoiseJournal of Supercomputing (J. Supercomput.), 2024 Bikram Khanal Pablo Rivas 371 2 0 16 Dec 2024
Control of Overfitting with Physics Sergei V. Kozyrev Ilya A Lopatin Alexander N Pechen AI4CE 181 3 0 14 Dec 2024
Quantum Kernel-Based Long Short-term Memory for Climate Time-Series Forecasting Yu-Chao Hsu Nan-Yow Chen Tai-Yu Li Po-Heng Lee Kuan-Cheng Chen 225 17 0 12 Dec 2024
Quantum Neural Networks in Practice: A Comparative Study with Classical Models from Standard Data Sets to Industrial ImagesQuantum Machine Intelligence (QMI), 2024 Daniel Basilewitsch João F. Bravo Christian Tutschku Frederick Struckmeier 254 5 0 28 Nov 2024
Mixed-State Quantum Denoising Diffusion Probabilistic Model Gino Kwun Bingzhi Zhang Quntao Zhuang DiffM 309 5 0 26 Nov 2024
Federated Learning in Chemical Engineering: A Tutorial on a Framework for Privacy-Preserving Collaboration Across Distributed Data Sources Siddhant Dutta Iago Leal de Freitas Pedro Maciel Xavier Claudio Miceli de Farias David E. Bernal Neira AI4CE FedML 349 3 0 23 Nov 2024
Quantum Kernel-Based Long Short-term Memory Yu-Chao Hsu Tai-Yu Li Kuan-Cheng Chen VLM 282 17 0 20 Nov 2024
Quantum Machine Learning: An Interplay Between Quantum Computing and Machine LearningInternational Symposium on Circuits and Systems (ISCAS), 2024 Jun Qi Chao-Han Huck Yang Samuel Yen-Chi Chen Pin-Yu Chen VLM 154 5 0 14 Nov 2024
Fourier Analysis of Variational Quantum Circuits for Supervised Learning Marco Wiedmann Maniraman Periyasamy Daniel D. Scherer 104 6 0 05 Nov 2024
Quantum-Trained Convolutional Neural Network for Deepfake Audio Detection Chu-Hsuan Abraham Lin Chen-Yu Liu Samuel Yen-Chi Chen Kuan-Cheng Chen 202 16 0 11 Oct 2024
UNComp: Can Matrix Entropy Uncover Sparsity? -- A Compressor Design from an Uncertainty-Aware Perspective Jing Xiong Jianghan Shen Fanghua Ye Chaofan Tao Zhongwei Wan ... Chuanyang Zheng Zhijiang Guo Min Yang Lingpeng Kong Ngai Wong 251 3 0 04 Oct 2024
Q-SCALE: Quantum computing-based Sensor Calibration for Advanced Learning and EfficiencyInternational Conference on Quantum Computing and Engineering (QCE), 2024 Lorenzo Bergadano Andrea Ceschini Pietro Chiavassa E. Giusto B. Montrucchio Massimo Panella A. Rosato 144 0 0 03 Oct 2024
Let the Quantum Creep In: Designing Quantum Neural Network Models by Gradually Swapping Out Classical ComponentsQuantum Machine Intelligence (QMI), 2024 Peiyong Wang Casey. R. Myers Lloyd C. L. Hollenberg U. Parampalli 897 0 0 26 Sep 2024
Quantum Machine Learning in Drug Discovery: Applications in Academia and Pharmaceutical IndustriesChemical Reviews (Chem. Rev.), 2024 Anthony M. Smaldone Yu Shee Gregory W. Kyro Chuzhi Xu Nam P. Vu ... Marwa H. Farag Alexey Galda Sandeep Kumar Elica Kyoseva Victor S. Batista Mamba 131 15 0 24 Sep 2024
Generalization Error Bound for Quantum Machine Learning in NISQ Era -- A SurveyQuantum Machine Intelligence (QMI), 2024 Bikram Khanal Pablo Rivas Arun Sanjel Korn Sooksatra Ernesto Quevedo Alejandro Rodriguez 186 4 0 11 Sep 2024
Quantum Kernel Methods under Scrutiny: A Benchmarking StudyQuantum Machine Intelligence (QMI), 2024 Jan Schnabel M. Roth 270 19 0 06 Sep 2024
Quantum Machine Learning for Anomaly Detection in Consumer ElectronicsIEEE Computer Society Annual Symposium on VLSI (VLSI), 2024 Sounak Bhowmik Himanshu Thapliyal 102 9 0 30 Aug 2024
Integrating Quantum Computing Resources into Scientific HPC EcosystemsFuture generations computer systems (FGCS), 2024 Thomas Beck Alessandro Baroni Ryan Bennink Gilles Buchs Eduardo Antonio Coello Pérez ... Sarp Oral Michael Sandoval Amir Shehata In-Saeng Suh Christopher Zimmer 110 47 0 28 Aug 2024
Verifiable cloud-based variational quantum algorithmsOptics Communications (Opt. Commun.), 2024 Junhong Yang Banghai Wang Junyu Quan Qin Li 171 2 0 25 Aug 2024
Quantum Artificial Intelligence: A Brief Survey Matthias Klusch Jorg Lassig Daniel Mussig A. Macaluso Frank K. Wilhelm 242 20 0 20 Aug 2024
Atlas: Hierarchical Partitioning for Quantum Circuit Simulation on GPUs (Extended Version)International Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2024 Mingkuan Xu Shiyi Cao Xupeng Miao Umut A. Acar Zhihao Jia 106 8 0 17 Aug 2024
Bee-yond the Plateau: Training QNNs with Swarm AlgorithmsJournal of Chemical Physics (JCP), 2024 Rubén Darío Guerrero 127 0 0 16 Aug 2024
Efficient Quantum Gradient and Higher-order Derivative Estimation via Generalized Hadamard Test Dantong Li Dikshant Dulal Mykhailo Ohorodnikov Hanrui Wang Yongshan Ding 66 5 0 10 Aug 2024