1 code implementation • 1 May 2024 • Kilian Tscharke, Sebastian Issel, Pascal Debus
As a small step in improving the potential applications of QKMs, we introduce QUACK, a quantum kernel algorithm whose time complexity scales linear with the number of samples during training, and independent of the number of training samples in the inference stage.
no code implementations • 1 Aug 2023 • Kilian Tscharke, Sebastian Issel, Pascal Debus
Kernel methods based on quantum kernel estimation have emerged as a promising approach to QML on NISQ devices, offering theoretical guarantees, versatility, and compatibility with NISQ constraints.