Quantum Machine Learning
4,297 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 913-924 of 4,297
Noise-aware selection of circuit cutting strategies under hardware noise non-uniformity
Debarthi Pal, Ritajit Majumdar, Padmanabha Venkatagiri Seshadri, Anupama Ray, Yogesh Simmhan
Noise-enhanced quantum kernels on analog quantum computers
Hsiang-Wei Huang, Shen-Liang Yang, Chuan-Chi Huang, Yueh-Nan Chen, Hong-Bin Chen
Noise-Resistant Feature-Aware Attack Detection Using Quantum Machine Learning
Chao Ding, Shi Wang, Jingtao Sun, Yaonan Wang, Daoyi Dong, Weibo Gao
Noisy Qubits, Hard Problems: A SystematicReview and Taxonomy of Quantum OptimizationBeyond Toy Benchmarks
Sridhara SK, Kumar KK.
Non-Unitary Quantum Machine Learning: Fisher Efficiency Transitions from Distributed Quantum Expressivity
Apoorv Kumar Masta, Srinjoy Ganguly, Shalini Devendrababu, Farina Riaz, Rajib Rana, Björn Schuller
Non-variational supervised quantum kernel methods: a review
John Tanner, Chon-Fai Kam, Jingbo Wang
Nonadiabatic Molecular Dynamics on Real-Time Excited-State Surfaces via Machine Learning Hamiltonians.
Zhang C, Zhong Y, Tao ZG, Li Y, Lan Z, Prezhdo OV, Gong XG, Chu W, Xiang H
Novel Acousto-Optic Sensor for Needle Tip Tracking and Internal Ultrasound Imaging from the Tip for Biopsy and Thermal Ablation.
Saccenti L, Li M, Hazen L, Clark M, Gallagher A, Kassin M, Mikhail A, Pritchard WF, Karanian JW, Wood BJ
NQ-SVM: Scalable Quantum Kernel Learning via Nyström-Based Support Vector Machines
Do DT, Thudumu S, Jayaraman PP, Nguyen DT.
NVRNet: Deep Learning Model for Fast Nitrogen Vacancy Characterization under Room Temperature
Chao Shang, Gregory D. Fuchs
Observable-Guided Generator Selection for Improving Trainability in Quantum Machine Learning with a $ \mathfrak{g} $-Purity Interpretation under Restricted Settings
Hiroshi Ohno
Observation of associative-memory retrieval and spin-glass phases on a photonic quantum simulator
Taira Giordani, Gennaro Zanfardino, Luca Leuzzi, Enrico Bonfissuto, Eugenio Caruccio, Gabriele Gasbarri, Mattia Bossi, Abhiram Rajan, Riccardo Albiero, Francesco Ceccarelli, Nicolò Spagnolo, Raffaele Santagati, Stefano Paesani, Marco Leonetti, Roberto Osellame, Giorgio Parisi, Giancarlo Ruocco, Fabrizio Illuminati, Fabio Sciarrino