2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2018★ 2 cited
Active Learning Methods based on Statistical Leverage Scores
Cem Orhan, Oznur Tastan
In many real-world machine learning applications, unlabeled data are abundant whereas class labels are expensive and scarce. An active learner aims to obtain a model of high accura…
cs.LG2015
ALEVS: Active Learning by Statistical Leverage Sampling
Cem Orhan, Öznur Taştan
Active learning aims to obtain a classifier of high accuracy by using fewer label requests in comparison to passive learning by selecting effective queries. Many active learning me…