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 1057-1068 of 4,297
Q-PIPE A Practical Quantum Phase Encoding Method
Brian García Sarmina, Emmanuel Martínez-Guerrero, Janeth De Anda Gil, Sun Guo-Hua, Dong Shi-Hai
Q-RAIL: A Reliability-Aware Framework for Quantum Federated Learning on Heterogeneous Noisy Hardware
Walid El Maouaki, Muhammad Shafique
Q-RUN: Quantum-inspired data re-uploading networks
Wenbo Qiao, Shuaixian Wang, Peng Zhang, Yan Ming, Jiaming Zhao
Q-SINDy: Quantum-Kernel Sparse Identification of Nonlinear Dynamics with Provable Coefficient Debiasing
Samrendra Roy, Syed Bahauddin Alam
Q-SpiRL: Quantum Spiking Reinforcement Learning for Adaptive Robot Navigation
Mohamed Khair Altrabulsi, Nouhaila Innan, Alberto Marchisio, Muhammad Kashif, Muhammad Shafique
Q-SYNTH: Hybrid Quantum-Classical Adversarial Augmentation for Imbalanced Fraud Detection
Adam Innan, Mansour El Alami, Nouhaila Innan, Muhammad Shafique, Mohamed Bennai
Q-Tag: Watermarking Quantum Circuit Generative Models
Yang Yang, Yuzhu Long, Han Fang, Zhaoyun Chen, Zhonghui Li, Weiming Zhang, Guoping Guo
Q-VFL: quantum-enhanced vertical federated learning with contrastive encoding for privacy-preserving medical AI
Asitha Kottahachchi Kankanamge Don, Ibrahim Khalil
Q2NS Demo: A Quantum Network Simulator Based on ns-3
Francesco Mazza, Adam Pearson, Marcello Caleffi, Angela Sara Cacciapuoti
Q3SAT-GPT: A Generative Model for Discovering Quantum Circuits for the 3-SAT Problem
Pratim Ugale, Ilya Tyagin, Karunya Shirali, Kien X. Nguyen, Ilya Safro
QANTIS: A Hardware-Validated Quantum Platform for POMDP Planning and Multi-Target Data Association
Bayram Yüksel Eker, Suayb S. Arslan, Özgür Nazlı, Mustafa Serhat Demirgil, Furkan Deligöz
QARIMA: A Quantum Approach To Classical Time Series Analysis
Nishikanta Mohanty, Bikash K. Behera, Badshah Mukherjee, Pravat Dash