Quantum Machine Learning
416 papers for year 2023
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 181-192 of 416
Learning unitaries with quantum statistical queries
Armando Angrisani
Let Quantum Neural Networks Choose Their Own Frequencies
Ben Jaderberg, Antonio A. Gentile, Youssef Achari Berrada, Elvira Shishenina, Vincent E. Elfving
Leveraging Quantum Machine Learning for Actuarial Predictions in Health Insurance
Associate Professor, Department of Machine Learning, University of Toronto, Canada, Jessica Taylor
Local Reasoning about Probabilistic Behaviour for Classical-Quantum Programs
Huiling Wu, Yuxin Deng, Ming Xu
Long-lived Particles Anomaly Detection with Parametrized Quantum Circuits
Simone Bordoni, Denis Stanev, Tommaso Santantonio, Stefano Giagu
Longest Common Substring and Longest Palindromic Substring in $\tilde{\mathcal{O}}(\sqrt{n})$ Time
Domenico Cantone, Simone Faro, Arianna Pavone, Caterina Viola
Low-noise amplifier cryogenic testbed validation in a TaaS (Testing-as-a-Service) framework
Brandon Boiko, Eric J. Zhang, Doug Jorgesen, Sebastian Engelmann, Curtis Grosskopf, Ryan Paske
Machine Learning Assisted Cognitive Construction of a Shallow Depth Dynamic Ansatz for Noisy Quantum Hardware
Sonaldeep Halder, Anish Dey, Chinmay Shrikhande, Rahul Maitra
Machine Learning Catalysis of Quantum Tunneling
Renzo Testa, Alex Rodriguez, Alberto d'Onofrio, Andrea Trombettoni, Fabio Benatti, Fabio Anselmi
Machine Learning for Anomaly Detection in Particle Physics
Vasilis Belis, Patrick Odagiu, Thea Klæboe Årrestad
Machine learning for efficient generation of universal hybrid quantum computing resources
Amanuel Anteneh, Olivier Pfister
Machine Learning for maximizing the memristivity of single and coupled quantum memristors
Carlos Hernani-Morales, Gabriel Alvarado, Francisco Albarrán-Arriagada, Yolanda Vives-Gilabert, Enrique Solano, José D. Martín-Guerrero