7 citations · 7 across the 2 of their papers we have counts for
3 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…
cs.GT2018
Power of Bonus in Pricing for Crowdsourcing
Suho Shin, Hoyong Choi, Yung Yi +1
We consider a simple form of pricing for a crowdsourcing system, where pricing policy is published a priori, and workers then decide their task acceptance. Such a pricing form is w…