High-Dimensional Optimization in Adaptive Random Subspaces

27 June 2019

Papers citing "High-Dimensional Optimization in Adaptive Random Subspaces"

5 / 5 papers shown

Title
Fast Kernel Methods for Generic Lipschitz Losses via $p$ -Sparsified Sketches T. Ahmad Pierre Laforgue Florence dÁlché-Buc 19 5 0 08 Jun 2022
Precise expressions for random projections: Low-rank approximation and randomized Newton Michal Derezinski Feynman T. Liang Zhenyu A. Liao Michael W. Mahoney 13 23 0 18 Jun 2020
Optimal Randomized First-Order Methods for Least-Squares Problems Jonathan Lacotte Mert Pilanci 17 30 0 21 Feb 2020
Optimal Iterative Sketching with the Subsampled Randomized Hadamard Transform Jonathan Lacotte Sifan Liu Edgar Dobriban Mert Pilanci 8 8 0 03 Feb 2020
Sharp analysis of low-rank kernel matrix approximations Francis R. Bach 75 278 0 09 Aug 2012