Quantum Machine Learning
521 papers for year 2024
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 361-372 of 521
Quantum Hardware-Enabled Molecular Dynamics via Transfer Learning
Abid Khan, Prateek Vaish, Yaoqi Pang, Nikhil Kowshik, Michael S. Chen, Clay H. Batton, Grant M. Rotskoff, J. Wayne Mullinax, Bryan K. Clark, Brenda M. Rubenstein, Norm M. Tubman
Quantum HodgeRank: Topology-Based Rank Aggregation on Quantum Computers
Caesnan M. G. Leditto, Angus Southwell, Behnam Tonekaboni, Muhammad Usman, Kavan Modi
Quantum information science and technology professional learning for secondary science, technology, engineering, and mathematics teachers
Angela M. Kelly, Michele Darienzo, Tzu-Chieh Wei, Dominik Schneble
Quantum Kolmogorov-Arnold networks by combining quantum signal processing circuits
Ammar Daskin
Quantum Linear System Solvers: A Survey of Algorithms and Applications
Mauro E. S. Morales, Lirandë Pira, Philipp Schleich, Kelvin Koor, Pedro C. S. Costa, Dong An, Alán Aspuru-Guzik, Lin Lin, Patrick Rebentrost, Dominic W. Berry
Quantum logic in computational neural systems
Alumnus, Foukzon Laboratory, Center for Mathematical Sciences, Technion — Israel Institute of Technology, Jonah Lissner
Quantum Long Short-Term Memory for Drug Discovery
Liang Zhang, Yin Xu, Mohan Wu, Liang Wang, Hua Xu
Quantum machine learning algorithms for anomaly detection: A review
Sebastiano Corli, Lorenzo Moro, Daniele Dragoni, Massimiliano Dispenza, Enrico Prati
Quantum Machine Learning Architecture Search via Deep Reinforcement Learning
Xin Dai, Tzu-Chieh Wei, Shinjae Yoo, Samuel Yen-Chi Chen
Quantum machine learning for multiclass classification beyond kernel methods
Chao Ding, Shi Wang, Yaonan Wang, Weibo Gao
Quantum Machine Learning with Application to Progressive Supranuclear Palsy Network Classification
Papri Saha
Quantum Machine Learning With Canonical Variables
Jesús Fuentes