An implementation of a randomized algorithm for principal component analysis

11 December 2014

Papers citing "An implementation of a randomized algorithm for principal component analysis"

7 / 7 papers shown

Title
PTPI-DL-ROMs: pre-trained physics-informed deep learning-based reduced order models for nonlinear parametrized PDEs Simone Brivio S. Fresca Andrea Manzoni AI4CE 76 7 0 14 May 2024
POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decomposition S. Fresca Andrea Manzoni AI4CE 69 219 0 28 Jan 2021
Randomized Nonnegative Matrix Factorization N. Benjamin Erichson Ariana Mendible Sophie Wihlborn J. Nathan Kutz 67 52 0 06 Nov 2017
Randomized CP Tensor Decomposition N. Benjamin Erichson Krithika Manohar Steven L. Brunton J. Nathan Kutz 89 64 0 27 Mar 2017
Randomized Matrix Decompositions using R N. Benjamin Erichson S. Voronin Steven L. Brunton J. Nathan Kutz 89 145 0 06 Aug 2016
Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition Cameron Musco Christopher Musco 94 20 0 21 Apr 2015
Dimensionality Reduction for k-Means Clustering and Low Rank Approximation Michael B. Cohen Sam Elder Cameron Musco Christopher Musco Madalina Persu 150 361 0 24 Oct 2014