259 citations · 2.9k across the 123 of their papers we have counts for
Showing 2018 · stat.MLShow all
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stat.ML2018★ 8 cited
Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap
Miles E. Lopes, Shusen Wang, Michael W. Mahoney
Over the course of the past decade, a variety of randomized algorithms have been proposed for computing approximate least-squares (LS) solutions in large-scale settings. A longstan…
stat.ML2018★ 1 cited
Out-of-sample extension of graph adjacency spectral embedding
Keith Levin, Farbod Roosta-Khorasani, Michael W. Mahoney +1
Many popular dimensionality reduction procedures have out-of-sample extensions, which allow a practitioner to apply a learned embedding to observations not seen in the initial trai…