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 1177-1188 of 4,009

Sector-dominant graph-local drivers for path-window barrier Hamiltonians on the Boolean hypercube

Takiko Sasaki, Tetsuji Tokihiro

2026 arXiv arXiv preprint

Securing Elliptic Curve Cryptocurrencies against Quantum Vulnerabilities: Resource Estimates and Mitigations

Ryan Babbush, Adam Zalcman, Craig Gidney, Michael Broughton, Tanuj Khattar, Hartmut Neven, Thiago Bergamaschi, Justin Drake, Dan Boneh

2026 arXiv arXiv preprint

Security Framework for Quantum Distance-Bounding

Kevin Bogner, Aysajan Abidin, Dave Singelee, Bart Preneel

2026 arXiv arXiv preprint

Security- as- a- service: enhancing cloud security through managed security solutions

Zainab S. Attarbashi, Azana Hafizah Mohd Aman, Salem Sati, Nur-Adib Maspo, Aisha Hassan Abdalla Hashim

2026 OpenAlex The International Islamic University Malaysia Repository (The International Islamic University Malaysia)

Self-Supervised Learning with Noisy Dataset for Rydberg Microwave Sensors Denoising

Zongkai Liu, Qiming Ren, Wenguang Yang, Yanjie Tong, Huizhen Wang, Yijie Zhang, Ruohao Zhi, Junyao Xie, Mingyong Jing, Hao Zhang, Liantuan Xiao, Suotang Jia, Ke Tang, Linjie Zhang

2026 arXiv arXiv preprint

Semantics-Based Verification of an Implemented Shor Oracle for ECDLP in Qrisp

Lei Zhang, Zhiyuan Chen

2026 arXiv arXiv preprint

Semi-algebraic discrepancy estimates for multi-frequency shift sequences with applications to quantum dynamics

Wencai Liu, Matthew Powell, Yiding Max Tang, Xueyin Wang, Ruixiang Zhang, Justin Zhou

2026 Crossref Journal of Differential Equations

Semidefinite Programming for Quantum Channel Learning

Mikhail Gennadievich Belov, Victor Victorovich Dubov, Vadim Konstantinovich Ivanov, Alexander Yurievich Maslov, Olga Vladimirovna Proshina, Vladislav Gennadievich Malyshkin

2026 arXiv arXiv preprint

Sensitive and wafer-scale olfactory sensory neurons.

Zhang W, Li H, Hu Z, Guo L, Chen J, Zhang H, Mao R, Li HY, Zhang Y, Liu H

2026 PubMed Microsystems & nanoengineering

Shallow instantaneous quantum polynomial-time circuits for generative modeling on noisy intermediate-scale quantum hardware

Anonymous

2026 OpenAlex Physical review. A/Physical review, A

Shallow Quantum Circuit for Generating Extremely Low-Entangled Approximate State Designs

Wonjun Lee, Minki Hhan, Gil Young Cho, Hyukjoon Kwon

2026 Crossref Physical Review Letters

Shallow-circuit Supervised Learning on a Quantum Processor

Luca Candelori, Swarnadeep Majumder, Antonio Mezzacapo, Javier Robledo Moreno, Kharen Musaelian, Santhanam Nagarajan, Sunil Pinnamaneni, Kunal Sharma, Dario Villani

2026 arXiv arXiv preprint