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cs.LG2025
QSMOTE-PGM/kPGM: QSMOTE Based PGM and kPGM for Imbalanced Dataset Classification
Bikash K. Behera, Giuseppe Sergioli, Roberto Giuntini
Quantum-inspired machine learning (QiML) employs mathematical principles from quantum theory, such as Hilbert-space representations and quantum state discrimination, to enhance cla…
cs.LG2022
Recognizing Concepts and Recognizing Musical Themes. A Quantum Semantic Analysis
Maria Luisa Dalla Chiara, Roberto Giuntini, Eleonora Negri +1
How are abstract concepts and musical themes recognized on the basis of some previous experience? It is interesting to compare the different behaviors of human and of artificial in…