1 citations · 1 across the 1 of their papers we have counts for
2 papers
stat.ML2021★ 1 cited
Kernel PCA with the Nyström method
Fredrik Hallgren
The Nyström method is one of the most popular techniques for improving the scalability of kernel methods. However, it has not yet been derived for kernel PCA in line with classical…
stat.ML2018
Incremental kernel PCA and the Nyström method
Fredrik Hallgren, Paul Northrop
Incremental versions of batch algorithms are often desired, for increased time efficiency in the streaming data setting, or increased memory efficiency in general. In this paper we…