November 23, 2020
A paper at NeurIPS 2020 from Lingxiao Huang, Nisheeth Vishnoi and K. Sudhir shows how to construct coresets for regressions on panel data. Coresets make solving optimization problems more efficient and reduce the risks of data breaches.
Paper: https://arxiv.org/abs/2011.00981
Blog post: https://www.computationsociety.org/2020/11/23/coresets/