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 1549-1560 of 4,009
Hermitian Matrix Function Synthesis without Block-Encoding
Anuradha Mahasinghe, Kaushika De Silva, Xavier Cadet, Peter Chin, Frederic Cadet, Jingbo Wang
Hidden Structural Variants in ALD NbN Superconducting Trilayers Revealed by Atomistic Analysis
Prachi Garg, Danqing Wang, Hong X. Tang, Baishakhi Mazumder
Hierarchical Quantum Optimization for Large-Scale Vehicle Routing: A Multi-Angle QAOA Approach with Clustered Decomposition
Shreetam Dash, Shreya Banerjee, Prasanta K. Panigrahi
High-Gain Bidirectional Converter with Hybrid Greylag Goose Optimization and Quantum Convolutional Neural Network for Intelligent Energy Management in Electric Vehicle Charging Systems
G. Rajendar, B. Vijay Kumar
HOPPS: Hardware-Aware Optimal Phase Polynomial Synthesis with Blockwise Optimization for Quantum Circuits
Xinpeng Li, Ji Liu, Shuai Xu, Paul Hovland, Vipin Chaudhary
How does Quantum Machine Learning (QML) improve optimization in complex systems compared to classical machine learning algorithms?
Pise S.
HPC-Driven Modeling with ML-Based Surrogates for Magnon-Photon Dynamics in Hybrid Quantum Systems
Jialin Song, Yingheng Tang, Pu Ren, Shintaro Takayoshi, Saurabh Sawant, Yujie Zhu, Jia-Mian Hu, Andy Nonaka, Michael W. Mahoney, Benjamin Erichson, Zhi Yao
HQWGAN: a hybrid quantum–classical Wasserstein generative adversarial network for image generation
Han Qi, Yihan Xu, Hao Wang, Abdullah Gani, Lip Yee Por
HUGR: A Quantum-Classical Intermediate Representation
Mark Koch, Agustín Borgna, Seyon Sivarajah, Alan Lawrence, Alec Edgington, Douglas Wilson, Craig Roy, Luca Mondada, Lukas Heidemann, Ross Duncan
Human Behavior Analysis: A Comprehensive Survey on Techniques, Applications, Challenges, and Future Directions
Siham Essahraui, Ismail Lamaakal, Yassine Maleh, Khalid El Makkaoui, Mouncef Filali Bouami, Ibrahim Ouahbi, Ahmed A. Abd El-Latif, May Almousa, Joel J. P. C. Rodrigues
Human-Centered Cybersecurity: Examining Ethical and Societal Considerations of Quantum Technologies
Wafaa Sallal Abbood, Ali Kahtan Lelo, Nisreen Saad Hadi, Mohammed Abdulhamza Noor
Hybrid Action Reinforcement Learning for Quantum Architecture Search
Jiayang Niu, Yan Wang, Jie Li, Ke Deng, Azadeh Alavi, Muhammad Usman, Yongli Ren