Efficient Coreset Selection via K-Nearest Neighbor Graphs

Yingfan Liu, Leiyu Zhang, Jiadong Xie +3

Coreset selection reduces the cost of model training by replacing a large training set with a small representative subset. Existing gradient-approximation coreset methods such as C…