55 citations · 227 across the 30 of their papers we have counts for
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quant-ph2023★ 1 cited
The Gell-Mann feature map of qutrits and its applications in classification tasks
T. Valtinos, A. Mandilara, D. Syvridis
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…
quant-ph2023
Classification of data with a qudit, a geometric approach
A. Mandilara, B. Dellen, U. Jaekel +2
We propose a model for data classification using isolated quantum -level systems or else qudits. The procedure consists of an encoding phase where classical data are mapped on t…