Sketching the Krylov subspace: faster computation of the entire ridge regularization path.

Yifei Wang Mert Pilanci

Published in: J. Supercomput. (2023)

Keyphrases

solution path
dimensionality reduction
shortest path
high dimensional
principal component analysis
regularization parameter
rank minimization
nearest neighbor
high dimensional data
regularization term
linear subspace
subspace methods