Performance Analysis and Noise Impact of a Novel Quantum KNN Algorithm for Machine Learning

Asif Akhtab Ronggon, Md. Saifur Rahman

This paper presents a novel quantum K-nearest neighbors (QKNN) algorithm, which offers improved performance over the classical k-NN technique by incorporating quantum computing (QC…