71 citations
- Universidad Politécnica de MadridES10 papers
- Consejo Superior de Investigaciones CientíficasES9 papers
- Institute of Mathematical SciencesIN5 papers
- Universidad Carlos III de MadridES5 papers
- Universidad Autónoma de MadridES4 papers
- Real Academia EspañolaES3 papers
- Consejo Nacional de Investigaciones Científicas y TécnicasAR2 papers
- Institute of PsychologyPL2 papers
- Instituto de Física FundamentalES2 papers
- Texas A&M UniversityUS2 papers
- Universidad Nacional de La PlataAR2 papers
- Antwerp Management SchoolBE1 paper
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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…