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 1477-1488 of 4,009
Dissecting Quantum Reinforcement Learning: A Systematic Evaluation of Key Components
Javier Lazaro, Juan-Ignacio Vazquez, Pablo Garcia-Bringas
Divide-et-impera Heuristic-based Randomized Search for the Qubit Routing Problem
Marco Baioletti, Fabrizio Fagiolo, Angelo Oddi, Riccardo Rasconi
Domain-Aware Quantum Circuit for QML
Gurinder Singh, Thaddeus Pellegrini, Kenneth M. Merz,
Dual-Qubit Hierarchical Fuzzy Neural Network for Image Classification: Enabling Relational Learning via Quantum Entanglement
Wenwei Zhang, Jintao Wang, Tianyu Ye, Changgeng Liao
DyLoC: A Dual-Layer Architecture for Secure and Trainable Quantum Machine Learning Under Polynomial-DLA constraint
Chenyi Zhang, Tao Shang, Chao Guo, Ruohan He
Earth TwinOps: Geospatial AI and Quantum Optimization for Climate-Resilient Cities and Grids
Murali Krishna Pasupuleti
Efficient and Robust Spatial-to-Fiber Coupling forMultimode Quantum Networks via CascadedAdaptive Feedback Control
Ya Li, WanRu Wang, Weizhe Qiao, Qizhou Wu, Changqing Niu, Xiaolong Zou, Youxing Chen, Xin Guo
Efficient Preparation of Quantum States via Randomized Truncation
Yue Wang, Xiao-Ming Zhang, Xiao Yuan, Qi Zhao
Efficient Quantum State Preparation with Bucket Brigade QRAM
Alessandro Berti, Francesco Ghisoni
Empirical Quantum Advantage in Constrained Optimization from Encoded Unitary Designs
Chinonso Onah, Roman Firt, Kristel Michielsen
EMU circulation planning for Silesian Railways: case study and a quantum approach
Ewa Kędziera, Wojciech Gamon, Mátyás Koniorczyk, Zakaria Mzaouali, Andrea Galadíková, Krzysztof Domino
Enabling Shortwave-QKD in Short-Reach Networks: Impact of a Composite ODN Native to Telecom Applications
Mariana F. Ramos, Costin Luchian, Michael Hentschel, Florian Honz, Marie-Christine Slater, Hannes Hübel, Bernhard Schrenk