58 citations · 205 across the 15 of their papers we have counts for
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cs.HC2019★ 22 cited
Prospect Theory Based Crowdsourcing for Classification in the Presence of Spammers
Baocheng Geng, Qunwei Li, Pramod K. Varshney
We consider the -ary classification problem via crowdsourcing, where crowd workers respond to simple binary questions and the answers are aggregated via decision fusion. The wor…
cs.LG2019
A Look at the Effect of Sample Design on Generalization through the Lens of Spectral Analysis
Bhavya Kailkhura, Jayaraman J. Thiagarajan, Qunwei Li +1
This paper provides a general framework to study the effect of sampling properties of training data on the generalization error of the learned machine learning (ML) models. Specifi…