Matrix sketching for supervised classification with imbalanced classes

Roberta Falcone, Angela Montanari, Laura Anderlucci

Matrix sketching is a recently developed data compression technique. An input matrix A is efficiently approximated with a smaller matrix B, so that B preserves most of the properti…