Quantum Machine Learning
486 papers for year 2025
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 121-132 of 486
End-to-end Optimization of Single-Shot Quantum Machine Learning for Bayesian Inference
Theodoros Ilias, Fangjun Hu, Marti Vives, Hakan E. Türeci
Enhancing Circuit Fidelity in Transmon Qubit Rings via Operation Duration Tuning under Strong Connectivity Noise
Quan Fu, Xin Wang, Rui Xiong
Enhancing Federated Learning Privacy with QUBO
Andras Ferenczi, Sutapa Samanta, Dagen Wang, Todd Hodges
Enhancing Hybrid Methods in Parameterized Quantum Circuit Optimization
Joona V. Pankkonen, Matti Raasakka, Andrea Marchesin, Ilkka Tittonen
Enhancing Molecular Machine Learning with Quantum-Chemical Descriptors and Hybrid Modeling
Belay Sitotaw Goshu
Enhancing Multi-Factor Authentication with Templateless 2D/3D Biometrics and PUF Integration for Securing Smart Devices
Saloni Jain, Amisha Bagri, Maxime Cambou, Dina Ghanai Miandoab, Bertrand Cambou
Enriching Earth Observation labeled data with Quantum Conditioned Diffusion Models
Francesco Mauro, Francesca De Falco, Lorenzo Papa, Andrea Ceschini, Alessandro Sebastianelli, Paolo Gamba, Massimo Panella, Silvia Ullo
Enterprise Migration to Post-Quantum Cryptography: Timeline Analysis and Strategic Frameworks
Robert Campbell
ENVIRONMENTAL SUSTAINABILITY OF RURAL WASTEWATER-TREATMENT PLANTS VIA LIFE-CYCLE ASSESSMENT WITH EMPHASIS ON CONSTRUCTED WETLANDS
ABDUL WAHED AHMADI, NILGUN BALKAYA
Escaping Barren Plateaus in Variational Quantum Algorithms Using Negative Learning Rate in Quantum Internet of Things
Ratun Rahman, Dinh C. Nguyen
Establishing Baselines for Photonic Quantum Machine Learning: Insights from an Open, Collaborative Initiative
Cassandre Notton, Vassilis Apostolou, Agathe Senellart, Anthony Walsh, Daphne Wang, Yichen Xie, Songqinghao Yang, Ilyass Mejdoub, Oussama Zouhry, Kuan-Cheng Chen, Chen-Yu Liu, Ankit Sharma, Edara Yaswanth Balaji, Soham Prithviraj Pawar, Ludovic Le Frioux, Valentin Macheret, Antoine Radet, Valentin Deumier, Ashesh Kumar Gupta, Gabriele Intoccia, Dimitri Jordan Kenne, Chiara Marullo, Giovanni Massafra, Nicolas Reinaldet, Vincenzo Schiano Di Cola, Danylo Kolesnyk, Yelyzaveta Vodovozova, Rawad Mezher, Pierre-Emmanuel Emeriau, Alexia Salavrakos, Jean Senellart
Evaluating Large Language Models on Quantum Mechanics: A Comparative Study Across Diverse Models and Tasks
S. K. Rithvik