Fair k-Center Clustering for Data Summarization

Matthäus Kleindessner, Pranjal Awasthi, Jamie Morgenstern

Abstract: In data summarization we want to choose $k$ prototypes in order to summarize a data set. We study a setting where the data set comprises several demographic groups and we are restricted to choose $...