2 citations · 3 across the 7 of their papers we have counts for
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cs.LG2020★ 1 cited
Robust Unsupervised Learning via L-Statistic Minimization
Andreas Maurer, Daniela A. Parletta, Andrea Paudice +1
Designing learning algorithms that are resistant to perturbations of the underlying data distribution is a problem of wide practical and theoretical importance. We present a genera…
cs.LG2020
Exact Recovery of Mangled Clusters with Same-Cluster Queries
Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi +1
We study the cluster recovery problem in the semi-supervised active clustering framework. Given a finite set of input points, and an oracle revealing whether any two points lie in…