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 … of the number of individuals in the panel data or the time units each individual is observed for. Our approach is based …