Dimitris Syvridis

Learning kernels with quantum optical circuits

2025 · arXiv (Cornell University)

Support Vector Machines (SVMs) are a cornerstone of supervised learning, widely used for data classification. A central component of their success lies in kernel functions, which enable efficient computation of inner products in high-dimensional feature …