Quantum Machine Learning
486 papers for year 2025
Showing 373-384 of 486
Quantum Readiness in Cybersecurity Education: A Framework for Preparing the Next Generation in the Post-quantum Era
George Antoniou
Quantum Readiness in Latin American High Schools: Curriculum Compatibility and Enabling Conditions
Adriana Celeste Alvarado Leon, Osmar Denilson Herrera Cueva, Rosario Mercedes Morales Orvezo, Daniella Alexandra Crysti Vargas Saldana, Freddy Herrera Cueva
Quantum Reinforcement Learning: Recent Advances and Future Directions
Jawaher Kaldari, Shehbaz Tariq, Saif Al-Kuwari, Samuel Yen-Chi Chen, Symeon Chatzinotas, Hyundong Shin
Quantum Reservoir Computing for Credit Card Default Prediction on a Neutral Atom Platform
Giacomo Vitali, Chiara Vercellino, Paolo Viviani, Olivier Terzo, Bartolomeo Montrucchio, Valeria Zaffaroni, Francesca Cibrario, Christian Mattia, Giacomo Ranieri, Alessandro Sabatino, Francesco Bonazzi, Davide Corbelletto
Quantum Similarity-Driven QUBO Framework for Multi-Period Supply Chain Allocation using Time-Multiplexed Coherent Ising Machines and Simulated Quantum Annealing
Rushikesh Ubale, Yasar Mulani, Abhay Suresh, Gregory Byrd, Sangram Deshpande, B. R. Nikilesh, Sanya Nanda
Quantum State-Space Machines: A Channel-Based Framework for Learning, Memory, and Quantum Advantage
Ghayour P.
Quantum Stochastic Gradient Descent in its continuous-time limit based on the Wigner formulation of Open Quantum Systems
Jose A. Morales Escalante
Quantum Temporal Convolutional Neural Networks for Cross-Sectional Equity Return Prediction: A Comparative Benchmark Study
Chi-Sheng Chen, Xinyu Zhang, En-Jui Kuo, Rong Fu, Qiuzhe Xie, Fan Zhang
Quantum Visual Word Sense Disambiguation: Unraveling Ambiguities Through Quantum Inference Model
Wenbo Qiao, Peng Zhang, Qinghua Hu
Quantum Wasserstein distance for Gaussian states
Anaelle Hertz, Mohammad Ahmadpoor, Oleksandr Dzhenzherov, Augusto Gerolin, Khabat Heshami
Quantum Worst-Case to Average-Case Reduction for Matrix-Vector Multiplication
Divesh Aggarwal, Dexter Kwan
Quantum-Based Self-Attention Mechanism for Hardware-Aware Differentiable Quantum Architecture Search
Yuxiang Liu, Sixuan Li, Fanxu Meng, Zaichen Zhang, Xutao Yu