Pure Maths Colloquium: Kaie Kubjas
This talk is part of the Pure Maths Colloquium at the University of St Andrews. Check out our upcoming talks at https://theran.lt/pure-colloquium/.
|Where:||Zoom 889 0436 9379|
|When:||Feb 18 2021 @ 16.00||Video:||Link (internal)|
|Speaker:||Kaie Kubjas Aalto University|
|Title:||Geometry of nonnegative rank|
One of many definitions gives the rank of an \(m\times n\) matrix \(M\) as the smallest natural number such that M can be factorized as \(AB\), where \(A\) and \(B\) are \(m\times r\) and \(r\times n\) matrices respectively. In many applications, one is interested in factorizations of a particular form. For example, factorizations with nonnegative entries define the nonnegative rank which is a notion that is used in data mining applications, statistics, complexity theory etc. Nonnegative rank has geometric characterizations using nested polytopes. I will give an overview how these nested polytopes are related to characterizations of the set of matrices of given nonnegative rank and uniqueness of nonnegative matrix factorizations.