Quantum Computing, Quantum Physics, Quantum Mechanics, Algorithms.
complex datasets. Examples of VQA-based approaches in machine learning include Variational Quantum Support Vector Machines (VQSVMs) and Quantum Generative Adversarial Networks (QGANs). These applications demonstrate the potential of VQAs to enhance machine learning techniques by leveraging quantum