应数学与计算科学学院、广西应用数学中心(天博真人平台)及广西高校数据分析与计算重点实验室邀请,香港浸会万人网吴国宝教授将于2026年5月15日来校讲学,欢迎全校师生踊跃参加。报告具体安排如下:
报告主题:Tensor Representations in Data Science
报告人:吴国宝(Michael K. Ng) 教授
时间:2026年5月15日(星期五)上午9:00
地点:花江慧谷4号楼310报告厅
讲座摘要:Higher-order tensors are suitable for representing multi-dimensional data in real-world, e.g., color images and videos, low-rank tensor representation has become one of the emerging areas in machine learning and computer vision. However, classical low-rank tensor representations can solely represent multi-dimensional discrete data on meshgrid, which hinders their potential applicability in many scenarios beyond meshgrid. In this talk, we discuss the recent development of tensor representations in data science. Both theoretical results and numerical examples are presented to demonstrate the usefulness of tensor representations.
报告人简介:吴国宝(Michael K. Ng)教授,数学家,美国工业与应用数学学会院士(SIAM Fellow),现任香港浸会万人网理学院院长、数学系讲座教授兼数据科学讲座教授、数学系罗嘉穗博士数据科学教授。主要研究方向为应用与计算数学、人工智能与机器学习、数据与影像科学、数值线性代数与科学计算。吴国宝教授先后担任多个著名期刊主编或副主编,包括SIAM Journal on Imaging Sciences、SIAM Journal on Scientific Computing、Journal of Scientific Computing、Journal of Computational and Applied Mathematics等。吴国宝教授发表学术论文700多篇,文章引用次数达2万多次。
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