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 769-780 of 4,297
Leveraging Time Series Foundation Models to Detect Performance Anomalies in Software Systems
Federico Di Menna, Luca Traini, Vittorio Cortellessa
2026
Crossref
Companion of the 17th ACM/SPEC International Conference on Performance Engineering
LFaB: Low Fidelity as Bias for Active Learning in the Chemical Configuration Space.
Vinod V, Zaspel P
2026
PubMed
Journal of chemical theory and computation
Lie-Algebraic Analysis of Generators: Approximation-Error Bounds and Barren-Plateau Heuristics
Hiroshi Ohno
2026
arXiv
arXiv preprint
Lie-Group Mode Connectivity in Quantum Machine Learning from a Dynamical Lie Algebra Perspective
Hiroshi Ohno
2026
arXiv
arXiv preprint
Light cone cancellation for variational quantum eigensolver in solving noisy Max-Cut.
Lee X, Yan X, Xie N, Saito Y, Kurosawa L, Asai N, Cai D, Lau HC.
2026
Europe PMC
Sci Rep
Light-addressable sandwich photoelectrochemical immunosensor array and lateral flow immunoassays with self-calibration using quantum dots-sensitized and porphyrin-engineered MOFs for accurate detection of amyloid β-proteins.
Wang L, Niu J, Chen X, Zhu Y, Hou X
2026
PubMed
Biosensors & bioelectronics
Light-Weight Quantum Binary Image Classifier
Nagy M.
2026
Europe PMC
Europe PMC
Lightweight quantum recurrent neural networks for time-series and dynamical systems
Yuan Chen, Abdul Khaliq
2026
Crossref
Applied Soft Computing
Lightweight Quantum-Enhanced ResNet for Coronary Angiography Classification: A Hybrid Quantum-Classical Feature Enhancement Framework
Jingsong Xia
2026
arXiv
arXiv preprint
Limitations and Potentials of Quantum Computing for InSAR Phase Unwrapping
Glatting, Kay, Meyer, Jan, Huber, Sigurd, Krieger, Gerhard
2026
OpenAlex
elib (German Aerospace Center)
LLM-Guided Evolutionary Search for Algebraic T-Count Optimization
Daniil Fisher, Valentin Khrulkov, Mikhail Saygin, Ivan Oseledets, Stanislav Straupe
2026
arXiv
arXiv preprint
Local and Multi-Scale Strategies to Mitigate Exponential Concentration in Quantum Kernels
Claudia Zendejas-Morales, Debashis Saikia, Utkarsh Singh
2026
arXiv
arXiv preprint