71 citations · 103 across the 3 of their papers we have counts for
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quant-ph2022★ 32 cited
AutoQML: Automatic Generation and Training of Robust Quantum-Inspired Classifiers by Using Genetic Algorithms on Grayscale Images
Sergio Altares-López, Juan José García-Ripoll, Angela Ribeiro
We propose a new hybrid system for automatically generating and training quantum-inspired classifiers on grayscale images by using multiobjective genetic algorithms. We define a dy…
quant-ph2021★ 71 cited
Automatic design of quantum feature maps
Sergio Altares-López, Angela Ribeiro, Juan José García-Ripoll
We propose a new technique for the automatic generation of optimal ad-hoc ansätze for classification by using quantum support vector machine (QSVM). This efficient method is based…