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1706.02803
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Scalable Kernel K-Means Clustering with Nystrom Approximation: Relative-Error Bounds
9 June 2017
Shusen Wang
Alex Gittens
Michael W. Mahoney
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Papers citing
"Scalable Kernel K-Means Clustering with Nystrom Approximation: Relative-Error Bounds"
10 / 10 papers shown
Title
Distributed Clustering based on Distributional Kernel
Hang Zhang
Yang Xu
Lei Gong
Ye Zhu
Kai Ming Ting
16
0
0
14 Sep 2024
Scalable kernel balancing weights in a nationwide observational study of hospital profit status and heart attack outcomes
Kwangho Kim
B. Niknam
J. Zubizarreta
11
2
0
01 Nov 2023
On The Relative Error of Random Fourier Features for Preserving Kernel Distance
Kuan Cheng
S. Jiang
Luojian Wei
Zhide Wei
28
1
0
01 Oct 2022
Dissimilarity Mixture Autoencoder for Deep Clustering
Juan S. Lara
Fabio A. González
14
5
0
15 Jun 2020
On the optimality of kernels for high-dimensional clustering
L. C. Vankadara
D. Ghoshdastidar
16
11
0
01 Dec 2019
Simple and Almost Assumption-Free Out-of-Sample Bound for Random Feature Mapping
Shusen Wang
21
2
0
24 Sep 2019
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
Randomized Clustered Nystrom for Large-Scale Kernel Machines
Farhad Pourkamali Anaraki
Stephen Becker
24
33
0
20 Dec 2016
Sharp analysis of low-rank kernel matrix approximations
Francis R. Bach
75
278
0
09 Aug 2012
Random projection trees for vector quantization
S. Dasgupta
Y. Freund
67
147
0
09 May 2008
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