Improved Fixed-Rank Nyström Approximation via QR Decomposition:
Practical and Theoretical Aspects

v1v2 (latest)

Improved Fixed-Rank Nyström Approximation via QR Decomposition: Practical and Theoretical Aspects

8 August 2017

Farhad Pourkamali Anaraki

ArXiv (abs)PDF HTML

Papers citing "Improved Fixed-Rank Nyström Approximation via QR Decomposition: Practical and Theoretical Aspects"

5 / 5 papers shown

Title
Rapid Robust Principal Component Analysis: CUR Accelerated Inexact Low Rank Estimation HanQin Cai Keaton Hamm Longxiu Huang Jiaqi Li Tao Wang 68 44 0 14 Oct 2020
Kernel Ridge Regression Using Importance Sampling with Application to Seismic Response Prediction Farhad Pourkamali Anaraki M. A. Hariri-Ardebili Lydia Morawiec 34 7 0 19 Sep 2020
Scalable Spectral Clustering with Nystrom Approximation: Practical and Theoretical Aspects Farhad Pourkamali Anaraki 48 13 0 25 Jun 2020
CUR Decompositions, Approximations, and Perturbations Keaton Hamm Longxiu Huang 55 3 0 22 Mar 2019
Randomized Clustered Nystrom for Large-Scale Kernel Machines Farhad Pourkamali Anaraki Stephen Becker 80 33 0 20 Dec 2016