基础论坛【第190期-李晓瑜】


主讲人:李晓瑜 副教授

主题:Quantum Machine Learning Research and Application

时间:20191011日星期,上午1030

地点:沙河校区通信楼818

个人简介:

Prof. Li Xiaoyu is an associated professor in school of information and software engineering in UESTC. Her research interests included data mining, quantum computation and quantum machine learning.

 

报告摘要:

With the coming of the era of big data and artificial intelligence, quantum computing has demonstrated unparalleled computing advantages. Especially, when dealing with massive data processing, it is powerful. Combining the bilateral advantages of traditional machine learning and quantum computing, quantum machine learning has carried out a series of studies on Boltzmann machine, clustering, Rènyi entropy, random walking, Markov chain, unstructured data, and others. This lecture will share and discuss several key points about QML.