163 citations · 527 across the 28 of their papers we have counts for
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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…
stat.ML2014★ 18 cited
A Randomized Algorithm for CCA
Paul Mineiro, Nikos Karampatziakis
We present RandomizedCCA, a randomized algorithm for computing canonical analysis, suitable for large datasets stored either out of core or on a distributed file system. Accurate r…