259 citations · 284 across the 8 of their papers we have counts for
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cs.LG2017★ 2 cited
Multi-Label Annotation Aggregation in Crowdsourcing
Xuan Wei, Daniel Dajun Zeng, Junming Yin
As a means of human-based computation, crowdsourcing has been widely used to annotate large-scale unlabeled datasets. One of the obvious challenges is how to aggregate these possib…
cs.LG2017★ 3 cited
Convex-constrained Sparse Additive Modeling and Its Extensions
Junming Yin, Yaoliang Yu
Sparse additive modeling is a class of effective methods for performing high-dimensional nonparametric regression. In this work we show how shape constraints such as convexity/conc…