7 citations · 7 across the 2 of their papers we have counts for
2 papers
cs.LG2024
BWS: Best Window Selection Based on Sample Scores for Data Pruning across Broad Ranges
Hoyong Choi, Nohyun Ki, Hye Won Chung
Data subset selection aims to find a smaller yet informative subset of a large dataset that can approximate the full-dataset training, addressing challenges associated with trainin…
cs.LG2023★ 7 cited
Data Valuation Without Training of a Model
Nohyun Ki, Hoyong Choi, Hye Won Chung
Many recent works on understanding deep learning try to quantify how much individual data instances influence the optimization and generalization of a model. Such attempts reveal c…