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 1921-1932 of 4,297

Offline Dedicated Quantum Attacks on Block Ciphers Constructions Based on Two Parallel Permutation-Based Pseudorandom Functions

Xiao-Fan Zhen, Zhen-Qiang Li, Jia-Cheng Fan, Su-Juan Qin, Fei Gao

2025 arXiv arXiv preprint

On the Classical Shadow Nonparametric Bootstrap

Eric Ghysels, Jack Morgan

2025 arXiv arXiv preprint

On the construction of graph models realizing given entropy vectors

Veronika E. Hubeny, Massimiliano Rota

2025 arXiv arXiv preprint

On the Cryptographic Futility of Non-Collapsing Measurements

Alper Cakan, Dakshita Khurana, Tomoyuki Morimae, Yuki Shirakawa, Kabir Tomer, Takashi Yamakawa

2025 arXiv arXiv preprint

One-Shot Structured Pruning of Quantum Neural Networks via $q$-Group Engineering and Quantum Geometric Metrics

Haijian Shao, Wei Liu, Xing Deng, Yingtao Jiang

2025 arXiv arXiv preprint

OpenQudit: Extensible and Accelerated Numerical Quantum Compilation via a JIT-Compiled DSL

Ed Younis

2025 arXiv arXiv preprint

Opportunities and Challenges for Data Quality in the Era of Quantum Computing

Sven Groppe, Valter Uotila, Jinghua Groppe

2025 arXiv arXiv preprint

Optimal ancilla-free Clifford+T synthesis for general single-qubit unitaries

Hayata Morisaki, Kaoru Sano, Seiseki Akibue

2025 arXiv arXiv preprint

Optimal quantum learning in proximity to universality

Moein N. Ivaki, Matias Karjula, Tapio Ala-Nissila

2025 arXiv arXiv preprint

Optimal Scaling Quantum Interior Point Method for Linear Optimization

Mohammadhossein Mohammadisiahroudi, Zeguan Wu, Pouya Sampourmahani, Jun-Kai You, Tamás Terlaky

2025 arXiv arXiv preprint

Optimising physical parameters of a quantum network based on a loss-jitter trade-off

Marcus J. Clark, Siddarth K. Joshi

2025 arXiv arXiv preprint

Optimization of High-Fidelity Single-Qubit Gates for Fluxoniums Using Single-Flux Quantum Control

Maxime Lapointe-Major, Boyan Torosov, Bohdan Kulchytskyy, Pooya Ronagh

2025 arXiv arXiv preprint