The Gell-Mann feature map of qutrits and its applications in classification tasks
The Gell-Mann feature map of qutrits and its applications in classification tasks
Recent advancements in quantum hardware have enabled the realization of high-dimensional quantum states. This work investigates the potential of qutrits in quantum machine learning, leveraging their larger state space for enhanced supervised learning tasks. To that end, the Gell-Mann feature map is introduced which encodes information within an 8-dimensional Hilbert …