Quantum Machine Learning
4,265 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 505-516 of 4,265
Exploring the holographic entropy cone via reinforcement learning
Temple He, Jaeha Lee, Hirosi Ooguri
Exploring the potential of Quantum Graph Neural Networks in analyzing Large-Scale Structure of Universe
Farida Farsian, Francesco Schilliró, Andrea Bulgarelli, Carlo Burigana, Vincenzo Cardone, Luca Cappelli, Irene Graziotti, Massimo Meneghetti, Giuseppe Murante, Nicoló Parmiggiani, Alessandro Rizzo, Giuseppe Sarracino, Roberto Scaramella, Vincenzo Testa, Tiziana Trombetti
Exploring Trainability of Quantum Fourier Models for a Data-Tailored Encoding Scheme
Felix Paul, Peter Jung, Björn Minneker
Exponential quantum advantage in processing massive classical data
Haimeng Zhao, Alexander Zlokapa, Hartmut Neven, Ryan Babbush, John Preskill, Jarrod R. McClean, Hsin-Yuan Huang
Exponential Separation of Quantum and Classical One-Way Numbers-on-Forehead Communication
Guangxu Yang, Jiapeng Zhang
Expressibility and Trainability Analysis of Hardware-Efficient Ansatz Variants in Variational Quantum Eigensolver with a Linear Mixing Model
Rasyid Ustman Ramadhan, Luthfiya Kurnia Permatahati, Teguh Budi Prayitno, Yanoar P. Sarwono
Expressibility and trainability of a two-dimensional pairwise quantum-circuit ansatz
Shuai Zhang, Wei Liu, Ji-Chong Yang
Expressive Power and Limitations of Multi-photon Quantum Neural Networks
Zeyu Xiao, Weixu Shi, Yizhi Wang, Lingling Lao, Junjie Wu
External cavity quantum cascade laser-based sensor with closed-loop gradient-based adaptive control for multi-molecule breath analysis: Potential applications in non-invasive diabetes monitoring
Ismail Bayrakli, Talha Topcu, Alparslan Buğrahan Oral, Mehmet Öz
Extreme Quantum Cognition Machines for Deliberative Decision Making
Francesco Romeo, Jacopo Settino
Fabless Quantum Chip Design and Commercial Production
Cai, Ling Qiao, Bin Yang, Fumin Luo, WeiGui Guo, GuoRong Zhang, XueFei Liu, Qinglang Guo, Bin Wu
Failure-Guided Fuzzing for Hybrid Quantum-Classical Programs
Lei Zhang