Active feature elicitation: an unified framework

HIGHLIGHTS

  • who: Srijita Das from the University of Trento, Italy have published the Article: Active feature elicitation: An unified framework, in the Journal: (JOURNAL)
  • what: The authors provide a list of such distances and criteria after introducing the algorithm. While the work has been motivated as improving a specific performance metric such as accuracy, the framework is general enough to incorporate any metric including more recently addressed fairness metrics (Dwork et_al, 2012; Kleinberg et_al, 2017; Gillen et_al, 2018). The authors show the potential of this approach in four real medical prediction tasks: Alzheimer`s from fMRI . . .

     

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