2020
Dependent randomized rounding for clustering and partition systems with knapsack constraints
AISTATS 2020poster
Clustering problems are fundamental to unsupervised learning. There is an increased emphasis on \emph{fairness} in machine learning and AI; one representative notion of fairness is that no single demographic group should be over-represented among the cluster-centers. This, and much more general clus…