Graduate Student Seminars

Graduate Student Seminar: Robust Large-Margin Learning in Hyperbolic Space, Speaker: Melanie Weber

Title:  Robust Large-Margin Learning in Hyperbolic Space

Abstract:  

Recently, there has been a surge of interest in representation learning in hyperbolic spaces, driven by their ability to represent hierarchical data with significantly fewer dimensions than standard Euclidean spaces. However, the viability and benefits of hyperbolic spaces for downstream machine learning tasks have received less attention. 

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