Huang, Lingxiao; Sudhir, K.; Vishnoi, Nisheeth - 2021
This paper introduces the problem of coresets for regression problems to panel data settings. We first define coresets for several variants of regression problems with panel data and then present efficient algorithms to construct coresets of size that depend polynomially on 1/ε (where ε is...