Quantum Machine Learning
4,297 papers
Quantum Machine Learning Research Context
This category covers quantum machine learning research, including quantum kernels, variational classifiers, hybrid learning systems, generative models, and QML benchmarks.
Showing 829-840 of 4,297
Machine-learning-enabled solvent engineering for uniform quantum dot packing in efficient and stable quantum-dot light-emitting diodes.
Chun B, Kim BJ, Kim H, Song JH, Kim Y, Lim J, Kwak J
MAG-Q: Multi-agent Actor-Critic based GRL with Quantum inspired Forwarding for Enhanced Task Offloading in Clustered Fog Computing environment
Nilesh Kumar Verma, K. Jairam Naik
Magnitude Is All You Need? Rethinking Phase in Quantum Encoding of Complex SAR Data
Sakthi Prabhu Gunasekar, Prasanna Kumar R
MAPS: A Novel Multi-Axial Projective Sphere for Geometrically Visualizing Higher d-Valued Quantum State-Space of Qudits
Ali Al-Bayaty
Margin-Based Generalisation Bounds for Quantum Kernel Methods under Local Depolarising Noise
Saarisha Govender, Ilya Sinayskiy
Mathematical modeling and feature extraction architecture of a quantum-inspired attention network for UAV image classification
Hanaa Abu-Zinadah, Sayed Abdel-Khalek
Maximizing the non-demolition nature of a quantum measurement via an adaptive readout protocol
Anonymous
McLachlan-projected reduced dynamics for ill-posed Schrödingerized backward diffusion
Jeongbin Jo
MCMit: Mid-Circuit Measurement Error Mitigation
Emmanouil Giortamis, Felix Gust, Aleksandra Świerkowska, Sandra Stankovic, Innocenzo Fulginiti, Yanbin Chen, Xiaorang Guo, Benjamin Lienhard, Martin Schulz, Pramod Bhatotia
Measurement-Efficient Variational Quantum Linear Solver for Carleman-Linearized Nonlinear Dynamics
Yunya Liu, Pai Wang
Mechanism research and process design for the separation of dimethyl carbonate and n-propanol by extractive distillation using ionic liquid.
Sun C, Peng B, Xue F, Cui P, Li G, Wang Y
Mechanism-aware analysis of Cu-doped CoCr2O4 via machine learning and quantum-inspired electrochemical methods
Ming-Kang Ho, Shih-Lung Yu, Yi-En Wu, Wei-Che Lo, Tsu-En Hsu, Hai Yen Thi Nguyen, K. Manjunatha, H. Nagabhushana, Meng-Chu Chen, Sheng Yun Wu