Differentially Private Ensemble Classifiers for Data Streams

Lovedeep Gondara, Ke Wang, Ricardo Silva Carvalho

Learning from continuous data streams via classification/regression is prevalent in many domains. Adapting to evolving data characteristics (concept drift) while protecting data ow…