Quantum Machine Learning
3,957 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 2329-2340 of 3,957
A Christmas Story about Quantum Teleportation
Barry W. Fitzgerald, Patrick Emonts, Jordi Tura
A combined quantum-classical method applied to material design: optimization and discovery of photochromic materials for photopharmacology applications
Qi Gao, Michihiko Sugawara, Paul D. Nation, Takao Kobayashi, Yu-ya Ohnishi, Hiroyuki Tezuka, Naoki Yamamoto
A Comparative Analysis of Classical and Quantum Machine Learning Models for Financial Fraud Detection
Nagajayant Nagamani
A Comparison Between Invariant and Equivariant Classical and Quantum Graph Neural Networks
Roy T. Forestano, Marçal Comajoan Cara, Gopal Ramesh Dahale, Zhongtian Dong, Sergei Gleyzer, Daniel Justice, Kyoungchul Kong, Tom Magorsch, Konstantin T. Matchev, Katia Matcheva, Eyup B. Unlu
A Comprehensive Review of Quantum Annealing for Combinatorial Routing Problems
A. Karunamurthy, V Vasanth
A comprehensive survey on quantum computer usage: How many qubits are employed for what purposes?
Tsubasa Ichikawa, Hideaki Hakoshima, Koji Inui, Kosuke Ito, Ryo Matsuda, Kosuke Mitarai, Koichi Miyamoto, Wataru Mizukami, Kaoru Mizuta, Toshio Mori, Yuichiro Nakano, Akimoto Nakayama, Ken N. Okada, Takanori Sugimoto, Souichi Takahira, Nayuta Takemori, Satoyuki Tsukano, Hiroshi Ueda, Ryo Watanabe, Yuichiro Yoshida, Keisuke Fujii
A First Order Survey of Quantum Supply Dynamics and Threat Landscapes
Subrata Das, Avimita Chatterjee, Swaroop Ghosh
A Framework for Curriculum Transformation in Quantum Information Science and Technology Education
Simon Goorney, Jonas Bley, Stefan Heusler, Jacob Sherson
A General Approach to Dropout in Quantum Neural Networks
Francesco Scala, Andrea Ceschini, Massimo Panella, Dario Gerace
A general learning scheme for classical and quantum Ising machines
Ludwig Schmid, Enrico Zardini, Davide Pastorello
A Hybrid Classical-Quantum HPC Workload
Aniello Esposito, Sebastien Cabaniols, Jessica R. Jones, David Brayford
A hybrid quantum-classical conditional generative adversarial network algorithm for human-centered paradigm in cloud
Wenjie Liu, Ying Zhang, Zhiliang Deng, Jiaojiao Zhao, Lian Tong