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Always lurking: Understanding and mitigating bias in online human trafficking detection
Web-based human trafficking activity has increased in recent years but it remains sparsely
dispersed among escort advertisements and difficult to identify due to its often-latent nature …
dispersed among escort advertisements and difficult to identify due to its often-latent nature …
[PDF][PDF] Learning with Clusters
M Barnes - 2019 - ri.cmu.edu
Clustering, the problem of grou** similar data, has been extensively studied since at least
the 1950's. As machine learning becomes more prominent, clustering has evolved from …
the 1950's. As machine learning becomes more prominent, clustering has evolved from …
On the Interaction Effects Between Prediction and Clustering
Abstract Machine learning systems increasingly depend on pipelines of multiple algorithms
to provide high quality and well structured predictions. This paper argues interaction effects …
to provide high quality and well structured predictions. This paper argues interaction effects …