On Distributed Larger-Than-Memory Subset Selection With Pairwise Submodular Functions

Maximilian Böther, Abraham Sebastian, Pranjal Awasthi +2

Modern datasets span billions of samples, making training on all available data infeasible. Selecting a high quality subset helps in reducing training costs and enhancing model qua…