Quantum Machine Learning
3,795 papers
Showing 385-396 of 3,795
Federated Learning with Quantum Enhanced LSTM for Applications in High Energy Physics
Abhishek Sawaika, Durga Pritam Suggisetti, Udaya Parampalli, Rajkumar Buyya
FedQmc: A Federated Learning Backdoor Defense Method Based on Quantum State Encoding and Multiscale Aggregation in Industrial Internet of Things
Yuncan Tang, Lina Ni, Jinquan Zhang, Yongquan Liang
Few-Shot Cross-Device Transfer for Quantum Noise Modeling on Real Hardware
Sahil Al Farib, Sheikh Redwanul Islam, Azizur Rahman Anik
Fidelity-Guaranteed Entanglement Routing with Distributed Purification Planning
Anthony Gatti, Anoosha Fayyaz, Prashant Krishnamurthy, Kaushik P. Seshadreesan, Amy Babay
Fine-Tuning Directional Message Passing Neural Networks: Predicting Properties of Conjugated Organic Polymers with High Accuracy.
Koskin IP, Petrosyan LS, Kazantsev MS
Fingerprint Recognition of Partial Discharge Signals in Deep Learning Enhanced Rydberg Atomic Sensors
Yi-Ming Yin, Qi-Feng Wang, Yu Ma, Tian-Yu Han, Jia-Dou Nan, Zheng-Yuan Zhang, Han-Chao Chen, Xin Liu, Shi-Yao Shao, Jun Zhang, Qing Li, Ya-Jun Wang, Dong-Yang Zhu, Qiao-Qiao Fang, Chao Yu, Bang Liu, Li-Hua Zhang, Dong-Sheng Ding, Bao-Sen Shi
Finite-size resource scaling for learning quantum phase transitions with fidelity-based support vector machines
Aaqib Ali, Giovanni Scala, Cosmo Lupo, Antonio Mandarino
First-Principles Optical Descriptors and Hybrid Classical-Quantum Classification of Er-Doped CaF$_2$
David Angel Alba Bonilla, Kerem Yurtseven, Krishan Sharma, Ragunath Chandrasekharan, Muhammad Khizar, Alireza Alipour, Dennis Delali Kwesi Wayo
Fixed-Reservoir vs Variational Quantum Architectures for Chaotic Dynamics: Benchmarking QRC and QPINN on the Lorenz System
Tushar Pandey
Flexible Framework for Surface Hopping: From Hybrid Schemes for Machine Learning to Benchmarkable Nonadiabatic Dynamics.
Martinka J, Martyka M, Medhi B, Pittner J, Dral PO
Forecasting quantum observables: A compressed sensing approach with performance guarantees
Anonymous
Formulating Subgroup Discovery as a Quantum Optimization Problem for Network Security
Samuel Spell, Chi-Ren Shyu