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quant-ph2025★ 11 cited
Quantum autoencoders for image classification
Hinako Asaoka, Kazue Kudo
Classical machine learning often struggles with complex, high-dimensional data. Quantum machine learning offers a potential solution, promising more efficient processing. The quant…
quant-ph2023★ 15 cited
Nonnegative/Binary Matrix Factorization for Image Classification using Quantum Annealing
Hinako Asaoka, Kazue Kudo
Classical computing has borne witness to the development of machine learning. The integration of quantum technology into this mix will lead to unimaginable benefits and be regarded…