讲座题目：Dissecting embedding methods: learning higher-order structures from data
主讲人：Liubov Tupikina 教授
主持人：周杰 副教授
开始时间：2024-11-04 10:30
讲座地址：闵行校区物理楼226报告厅
主办单位：物理与电子科学学院
报告人简介：
Liubov Tupikina is a senior researcher in computer science, mathematics and physics of complex systems. She now works on embeddings theory, low-dimensional data representations, higher-order mathematical structures representations of data encoded systems and hypergraphs encoding using algebraic theory (broadly explainable AI area).
报告内容：
Active area of research in AI is the theory of manifold learning and finding lower- dimensional manifold representation on how we can learn geometry from data for providing better quality curated datasets. There are however various issues with these methods related to finding low-dimensional data.
