Quantum Machine Learning
4,009 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 1249-1260 of 4,009
Survival prediction for bladder cancer using multimodal data with quantum neural networks and transformer architectures.
Qin Z, Zhou H, Hu Y, Xiong X, Lu J, Su H, He J.
Symplectic H2 Model Reduction for High-Dimensional Linear Quantum Systems
Alfo Borzi, Guofeng Zhang
Synergy between Charge Transfer and Spatial Descriptors in Determining the Band Gap of hP4-Na: An Interpretable Machine Learning Approach.
Zhang L, Wei Y, Yan X, Yang B
Synthesis of Atomically Dispersed Nickel Confined in Hierarchical MFI Zeolite.
Deng Q, Chen Y, Gong N, Ye S, Deng Q, Zhang D, Zhu K, Che S, Han L
Systematic approach to hyperbolic quantum error correction codes
Ahmed Adel Mahmoud, Kamal Mohamed Ali, Steven Rayan
Systematic Literature Review of Quantum Convolutional Neural Networks and Circuit Optimization
Mukhanbet A, Trigo P, Daribayev B.
TabPFN Opens New Avenues for Small-Data Tabular Learning in Drug Discovery.
Chen W, Tian Y, Liao N, Deng Y, Jiang D, Cao D
Tackling Heterogeneity in Quantum Federated Learning: An Integrated Sporadic-Personalized Approach
Ratun Rahman, Shaba Shaon, Dinh C. Nguyen
Tangent Space Excitation Ansatz for Quantum Circuits
Ji-Yao Chen, Bochen Huang, D. L. Zhou, Norbert Schuch, Chenfeng Cao, Muchun Yang
Target quality variable prediction from multivariate process trajectories using kernel entropy component analysis and an adaptive neuro-fuzzy inference system optimized by improved Gaussian quantum-behaved particle swarm optimization
Xinyu Yang, Yumin Liu, Yanfeng Wang
Technology development for hybrid quantum inertial sensing in space
Dennis Knoop, Isabel Alejandra Parga García, Marian Woltmann, Sven Herrmann, Jens Grosse
Telemetry-Based Server Selection in the Quantum Internet via Cross-Layer Runtime Estimation
Masaki Nagai, Hideaki Kawaguchi, Shin Nishio, Takahiko Satoh