Tushar Nandy

Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks

Existing subset selection methods for efficient learning predominantly employ discrete combinatorial and model-specific approaches, which lack generalizability--- for each new model, the algorithm has to be executed from the beginning. Therefore, for an unseen architecture, one cannot use the subset…