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Crowdsourcing

6-8/2013

Scala implementation of TurKontrol, a POMDP; but converted into a particle filter

TurKontrol was presented in Decision-Theoretic Control of Crowdsourced Workflows by Peng Dai, Mausam, and Daniel S. Weld.

5/2013

Scala translation of Software for GLAD, an Expectation Maximization algorithm from: Whose Vote Should Count More by Jacob Whitehill, Paul Ruvolo, Tingfan Wu, Jacob Bergsma, and Javier Movellan.

Also implements the multi-class inference described in the supplementary materials

2/22/2013

Java implementation of the Naive-Bayes from:

Cheap and fast—but is it good? by Snow, R., O’Connor, B., Jurafsky, D., and Ng, A.Y.

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machine learning algorithms to reduce crowdsourcing costs

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