[HTML][HTML] Multi-class classification based on quantum state discrimination

R Giuntini, ACG Arango, H Freytes, FH Holik… - Fuzzy Sets and …, 2023 - Elsevier
We present a general framework for the problem of multi-class classification using
classification functions that can be interpreted as fuzzy sets. We specialize these functions in
the domain of Quantum-inspired classifiers, which are based on quantum state
discrimination techniques. In particular, we use unsharp observables (Positive Operator-
Valued Measures) that are determined by the training set of a given dataset to construct
these classification functions. We show that such classifiers can be tested on near-term …
顯示最佳搜尋結果。 查看所有結果