35 citations · 56 across the 6 of their papers we have counts for
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cs.DS2018★ 35 cited
Fair Coresets and Streaming Algorithms for Fair k-Means Clustering
Melanie Schmidt, Chris Schwiegelshohn, Christian Sohler
We study fair clustering problems as proposed by Chierichetti et al. (NIPS 2017). Here, points have a sensitive attribute and all clusters in the solution are required to be balanc…
cs.DS2018★ 20 cited
On Coresets for Logistic Regression
Alexander Munteanu, Chris Schwiegelshohn, Christian Sohler +1
Coresets are one of the central methods to facilitate the analysis of large data sets. We continue a recent line of research applying the theory of coresets to logistic regression.…