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Randomized Clustered Nystrom for Large-Scale Kernel Machines

Randomized Clustered Nystrom for Large-Scale Kernel Machines

20 December 2016
Farhad Pourkamali Anaraki
Stephen Becker
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Papers citing "Randomized Clustered Nystrom for Large-Scale Kernel Machines"

5 / 5 papers shown
Title
Scalable kernel balancing weights in a nationwide observational study of
  hospital profit status and heart attack outcomes
Scalable kernel balancing weights in a nationwide observational study of hospital profit status and heart attack outcomes
Kwangho Kim
B. Niknam
J. Zubizarreta
9
2
0
01 Nov 2023
Minimal Learning Machine: Theoretical Results and Clustering-Based
  Reference Point Selection
Minimal Learning Machine: Theoretical Results and Clustering-Based Reference Point Selection
J. Hämäläinen
Alisson S. C. Alencar
T. Kärkkäinen
C. L. C. Mattos
A. H. S. Júnior
Joao P. P. Gomes
11
17
0
22 Sep 2019
Fixed-Rank Approximation of a Positive-Semidefinite Matrix from
  Streaming Data
Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data
J. Tropp
A. Yurtsever
Madeleine Udell
V. Cevher
23
79
0
18 Jun 2017
Scalable Kernel K-Means Clustering with Nystrom Approximation:
  Relative-Error Bounds
Scalable Kernel K-Means Clustering with Nystrom Approximation: Relative-Error Bounds
Shusen Wang
Alex Gittens
Michael W. Mahoney
14
127
0
09 Jun 2017
Sharp analysis of low-rank kernel matrix approximations
Sharp analysis of low-rank kernel matrix approximations
Francis R. Bach
73
278
0
09 Aug 2012
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