题名: | Q-Means: Quantum Advantage for Clustering and Classification. |
作者: | Putz, V. |
摘要: | This project developed a quantum algorithm for clustering, similar to k-means, but that performs the distance estimationaspect of the clustering algorithm in a much more efficient manner, thus promising a potential speedup once quantumcomputing hardware matures to the point of being able to implement this quantum algorithm. This milestone reportbenchmarked performance of the quantum circuit used in the Q-Means clustering algorithm on classical simulators andcurrent quantum hardware. |
总页数: | 49 pages |