Works (3)

Updated: July 5th, 2023 15:40

2018 journal article

A PROBABILISTIC SUBSPACE BOUND WITH APPLICATION TO ACTIVE SUBSPACES

SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 39(3), 1208–1220.

By: J. Holodnak*, I. Ipsen* & R. Smith*

Contributors: J. Holodnak*, I. Ipsen & R. Smith*

author keywords: positive semidefinite matrices; principal angles; eigenvalue decomposition; eigen-value gaps; matrix concentration inequality; intrinsic dimension; Monte Carlo sampling; active sub-spaces
Sources: Web Of Science, ORCID
Added: January 7, 2019

2015 journal article

CONDITIONING OF LEVERAGE SCORES AND COMPUTATION BY QR DECOMPOSITION

SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 36(3), 1143–1163.

By: J. Holodnak*, I. Ipsen* & T. Wentworth

Contributors: J. Holodnak*, I. Ipsen & T. Wentworth

author keywords: principal angles; stable rank; condition number; row-scaling; componentwise perturbations
Sources: Web Of Science, ORCID
Added: August 6, 2018

2015 journal article

RANDOMIZED APPROXIMATION OF THE GRAM MATRIX: EXACT COMPUTATION AND PROBABILISTIC BOUNDS

SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 36(1), 110–137.

By: J. Holodnak* & I. Ipsen*

Contributors: J. Holodnak* & I. Ipsen

author keywords: leverage scores; singular value decomposition; stable rank; coherence; matrix concentration inequalities; unbiased estimator
Sources: Web Of Science, ORCID
Added: August 6, 2018