Data Pruning

PaperView - Deep learning on a data die - Finding important examples early in training

PaperView - going over the paper -> "Paul, Mansheej, Surya Ganguli, and Gintare Karolina Dziugaite. "Deep learning on a data diet - Finding important examples early in training." Advances in Neural Information Processing Systems 34 (2021) - 20596-20607."

PaperView - Coverage-centric Coreset Selection for High Pruning Rates

PaperView - going over the paper -> "Zheng H, Liu R, Lai F, Prakash A. Coverage-centric Coreset Selection for High Pruning Rates. arXiv preprint arXiv:2210.15809. 2022 Oct 28."