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 397-408 of 521
Quantum-Classical Autoencoder Architectures for End-to-End Radio Communication
Zsolt I. Tabi, Bence Bakó, Dániel T. R. Nagy, Péter Vaderna, Zsófia Kallus, Péter Hága, Zoltán Zimborás
Quantum-Classical Computing via Tensor Networks
Nathaniel Tornow, Christian B. Mendl, Pramod Bhatotia
Quantum-Cognitive Neural Networks: Assessing Confidence and Uncertainty with Human Decision-Making Simulations
Milan Maksimovic, Ivan S. Maksymov
Quantum-Enhanced Secure Approval Voting Protocol
Saiyam Sakhuja, S. Balakrishnan
Quantum-Inspired Data Embedding for Unlabeled Data in Sparse Environments: A Theoretical Framework for Improved Semi-Supervised Learning without Hardware Dependence
Shawn Ray
Quantum-Inspired Portfolio Optimization In The QUBO Framework
Ying-Chang Lu, Chao-Ming Fu, Lien-Po Yu, Yen-Jui Chang, Ching-Ray Chang
Quantum-Inspired Weight-Constrained Neural Network: Reducing Variable Numbers by 100x Compared to Standard Neural Networks
Shaozhi Li, M Sabbir Salek, Mashrur Chowdhury, Yao Wang
Quantum-mechanic analysis of the gp120 glycoprotein of the outer envelope of wild-type HIV-1 necessary to understand infection in AIDS, useful for the development of new pharmacological and therapeutic strategies
Juan Carlos Santiago-Jiménez, Gabriel Ramírez-Damaso, Fray De Landa Castillo-Alvarado
Quantum-Powered Optimization for Electric Vehicle Charging Infrastructure Deployment
Nazmush Sakib, Xin Chen
Quantum-Train Long Short-Term Memory: Application on Flood Prediction Problem
Chu-Hsuan Abraham Lin, Chen-Yu Liu, Kuan-Cheng Chen
Quantum-Trained Convolutional Neural Network for Deepfake Audio Detection
Chu-Hsuan Abraham Lin, Chen-Yu Liu, Samuel Yen-Chi Chen, Kuan-Cheng Chen
Quantum-tunnelling deep neural network for optical illusion recognition
Ivan S. Maksymov