18 citations · 24 across the 3 of their papers we have counts for
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cs.LG2015★ 5 cited
Scalable Multilabel Prediction via Randomized Methods
Nikos Karampatziakis, Paul Mineiro
Modeling the dependence between outputs is a fundamental challenge in multilabel classification. In this work we show that a generic regularized nonlinearity mapping independent pr…
cs.LG2014★ 1 cited
Fast Label Embeddings via Randomized Linear Algebra
Paul Mineiro, Nikos Karampatziakis
Many modern multiclass and multilabel problems are characterized by increasingly large output spaces. For these problems, label embeddings have been shown to be a useful primitive…