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 145-156 of 521
Experimental Secure Multiparty Computation from Quantum Oblivious Transfer with Bit Commitment
Kai-Yi Zhang, An-Jing Huang, Kun Tu, Ming-Han Li, Chi Zhang, Wei Qi, Ya-Dong Wu, Yu Yu
Experimental verifiable multi-client blind quantum computing on a Qline architecture
Beatrice Polacchi, Dominik Leichtle, Gonzalo Carvacho, Giorgio Milani, Nicolò Spagnolo, Marc Kaplan, Elham Kashefi, Fabio Sciarrino
Explicit quantum surrogates for quantum kernel models
Akimoto Nakayama, Hayata Morisaki, Kosuke Mitarai, Hiroshi Ueda, Keisuke Fujii
Exploiting the equivalence between quantum neural networks and perceptrons
Chris Mingard, Jessica Pointing, Charles London, Yoonsoo Nam, Ard A. Louis
Exploring Channel Distinguishability in Local Neighborhoods of the Model Space in Quantum Neural Networks
Sabrina Herbst, Sandeep Suresh Cranganore, Vincenzo De Maio, Ivona Brandic
Exploring Hybrid Quantum-Classical Methods for Practical Time-Series Forecasting
Maksims Dimitrijevs, Mārtiņš Kālis, Iļja Repko
Exploring Quantum Active Learning for Materials Design and Discovery
Maicon Pierre Lourenço, Hadi Zadeh-Haghighi, Jiří Hostaš, Mosayeb Naseri, Daya Gaur, Christoph Simon, Dennis R. Salahub
Exploring quantum localization with machine learning
J. Montes, Lenoardo Ermann, Alejandro M. F. Rivas, Florentino Borondo, Gabriel G. Carlo
Exploring Quantum Neural Networks for Demand Forecasting
Gleydson Fernandes de Jesus, Maria Heloísa Fraga da Silva, Otto Menegasso Pires, Lucas Cruz da Silva, Clebson dos Santos Cruz, Valéria Loureiro da Silva
Export Restrictions in the Field of Artificial Intelligence and Quantum Computing: Justification and Risks – The United States–China Rivalry from a European Union Perspective
János Székely
Expressibility, entangling power and quantum average causal effect for causally indefinite circuits
Pedro C. Azado, Guilherme I. Correr, Alexandre Drinko, Ivan Medina, Askery Canabarro, Diogo O. Soares-Pinto
Expressivity of deterministic quantum computation with one qubit
Yujin Kim, Daniel K. Park