Randomized Matrix Decompositions using R

Randomized Matrix Decompositions using R

6 August 2016

N. Benjamin Erichson

Steven L. Brunton

Papers citing "Randomized Matrix Decompositions using R"

11 / 11 papers shown

Title
Optimized Dynamic Mode Decomposition for Reconstruction and Forecasting of Atmospheric Chemistry Data Meghana Velegar Christoph Keller J. Nathan Kutz 33 1 0 13 Apr 2024
Enhancing Dynamic Mode Decomposition Workflow with In-Situ Visualization and Data Compression Gabriel F. Barros Malú Grave J. Camata A. Coutinho AI4CE 32 3 0 16 Aug 2022
On randomized sketching algorithms and the Tracy-Widom law Daniel Ahfock W. Astle S. Richardson 21 1 0 03 Jan 2022
Dynamic Mode Decomposition in Adaptive Mesh Refinement and Coarsening Simulations Gabriel F. Barros Malú Grave Alex Viguerie A. Reali A. Coutinho AI4CE 19 14 0 28 Apr 2021
Modern Koopman Theory for Dynamical Systems Steven L. Brunton M. Budišić E. Kaiser J. Nathan Kutz AI4CE 46 391 0 24 Feb 2021
How to reduce dimension with PCA and random projections? Fan Yang Sifan Liu Yan Sun David P. Woodruff 27 28 0 01 May 2020
RetinaMatch: Efficient Template Matching of Retina Images for Teleophthalmology Chen Gong N. Benjamin Erichson J. Kelly Laura C. Trutoiu B. Schowengerdt Steven L. Brunton E. Seibel MedIm 11 14 0 28 Nov 2018
Sparse Principal Component Analysis via Variable Projection N. Benjamin Erichson Peng Zeng Krithika Manohar Steven L. Brunton J. Nathan Kutz Aleksandr Aravkin 24 118 0 01 Apr 2018
Efficient Algorithms for t-distributed Stochastic Neighborhood Embedding G. Linderman M. Rachh J. Hoskins Stefan Steinerberger Y. Kluger 30 432 0 25 Dec 2017
Randomized CP Tensor Decomposition N. Benjamin Erichson Krithika Manohar Steven L. Brunton J. Nathan Kutz 25 64 0 27 Mar 2017
An algorithm for the principal component analysis of large data sets N. Halko P. Martinsson Y. Shkolnisky M. Tygert 68 277 0 30 Jul 2010