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 1993-2004 of 4,009

Entanglement-Enhanced Neyman-Pearson Target Detection

William Ward, Abdulkarim Hariri, Zheshen Zhang

2024 arXiv arXiv preprint

ENVIRONMENTAL CONSERVATION IN ISLAMIC PERSPECTIVE: A SYSTEMATIC REVIEW

ILLYANI IBRAHIM, THURAIA RHADIA AUDI ABDUL RAZAK, M ZAINORA ASMAWI, AZILA AHMAD SARKAWI

2024 Crossref Quantum Journal of Social Sciences and Humanities

eQMARL: Entangled Quantum Multi-Agent Reinforcement Learning for Distributed Cooperation over Quantum Channels

Alexander DeRieux, Walid Saad

2024 arXiv arXiv preprint

Establishing Quantum-Secured Channels in Large-Scale Optical Networks

Farzam Toudeh-Fallah

2024 arXiv arXiv preprint

EVALUATING TECHNOLOGY ADOPTION MODEL ON AGRO-SMALL PERFORMANCE IN SELANGOR, MALAYSIA

IJEOMA FLORENCE NDUBUEZE, MOHD NIZAM OSMAN, NURUL AIN MOHD HASAN, MONIA WAHEED

2024 Crossref Quantum Journal of Social Sciences and Humanities

Evaluating the Impact of Different Quantum Kernels on the Classification Performance of Support Vector Machine Algorithm: A Medical Dataset Application

Emine Akpinar, Sardar M. N. Islam, Murat Oduncuoglu

2024 arXiv arXiv preprint

Experimental demonstration of reconstructing quantum states with generative models

Xuegang Li, Wenjie Jiang, Ziyue Hua, Weiting Wang, Xiaoxuan Pan, Weizhou Cai, Zhide Lu, Jiaxiu Han, Rebing Wu, Chang-Ling Zou, Dong-Ling Deng, Luyan Sun

2024 arXiv arXiv preprint

Experimental quantum-enhanced kernels on a photonic processor

Zhenghao Yin, Iris Agresti, Giovanni de Felice, Douglas Brown, Alexis Toumi, Ciro Pentangelo, Simone Piacentini, Andrea Crespi, Francesco Ceccarelli, Roberto Osellame, Bob Coecke, Philip Walther

2024 arXiv arXiv preprint

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

2024 arXiv arXiv preprint

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

2024 arXiv arXiv preprint

Explicit quantum surrogates for quantum kernel models

Akimoto Nakayama, Hayata Morisaki, Kosuke Mitarai, Hiroshi Ueda, Keisuke Fujii

2024 arXiv arXiv preprint

Exploiting the equivalence between quantum neural networks and perceptrons

Chris Mingard, Jessica Pointing, Charles London, Yoonsoo Nam, Ard A. Louis

2024 arXiv arXiv preprint