11 citations · 17 across the 2 of their papers we have counts for
2 papers
cs.LG2019★ 11 cited
Opportunistic Learning: Budgeted Cost-Sensitive Learning from Data Streams
Mohammad Kachuee, Orpaz Goldstein, Kimmo Karkkainen +2
In many real-world learning scenarios, features are only acquirable at a cost constrained under a budget. In this paper, we propose a novel approach for cost-sensitive feature acqu…
cs.LG2019★ 6 cited
Cost-Sensitive Diagnosis and Learning Leveraging Public Health Data
Mohammad Kachuee, Kimmo Karkkainen, Orpaz Goldstein +2
Traditionally, machine learning algorithms rely on the assumption that all features of a given dataset are available for free. However, there are many concerns such as monetary dat…