Robust and Fully-Dynamic Coreset for Continuous-and-Bounded Learning (With Outliers) Problems

Zixiu Wang, Yiwen Guo, Hu Ding

In many machine learning tasks, a common approach for dealing with large-scale data is to build a small summary, {\em e.g.,} coreset, that can efficiently represent the original in…