Low-Rank Doubly Stochastic Matrix Decomposition for Cluster Analysis

Zhirong Yang, Jukka Corander, Erkki Oja

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
Article number1
JournalJournal of Machine Learning Research
Volume17
Issue number187
Pages (from-to)1-25
Number of pages25
ISSN1532-4435
Publication statusPublished - 2016
MoE publication typeA1 Journal article-refereed

Fields of Science

  • cluster analysis
  • probabilistic relaxation
  • doubly stochastic matrix
  • manifold
  • multiplicative updates
  • K-MEANS PROBLEM
  • FACTORIZATION
  • ALGORITHMS
  • 112 Statistics and probability
  • 113 Computer and information sciences

Cite this

@article{f7b43605367c4a7db672a7a1607c96c7,
title = "Low-Rank Doubly Stochastic Matrix Decomposition for Cluster Analysis",
keywords = "cluster analysis, probabilistic relaxation, doubly stochastic matrix, manifold, multiplicative updates, K-MEANS PROBLEM, FACTORIZATION, ALGORITHMS, 112 Statistics and probability, 113 Computer and information sciences",
author = "Zhirong Yang and Jukka Corander and Erkki Oja",
year = "2016",
language = "English",
volume = "17",
pages = "1--25",
journal = "Journal of Machine Learning Research",
issn = "1532-4435",
publisher = "Microtome Publishing",
number = "187",

}

Low-Rank Doubly Stochastic Matrix Decomposition for Cluster Analysis. / Yang, Zhirong; Corander, Jukka; Oja, Erkki.

In: Journal of Machine Learning Research, Vol. 17, No. 187, 1, 2016, p. 1-25.

Research output: Contribution to journalArticleScientificpeer-review

TY - JOUR

T1 - Low-Rank Doubly Stochastic Matrix Decomposition for Cluster Analysis

AU - Yang, Zhirong

AU - Corander, Jukka

AU - Oja, Erkki

PY - 2016

Y1 - 2016

KW - cluster analysis

KW - probabilistic relaxation

KW - doubly stochastic matrix

KW - manifold

KW - multiplicative updates

KW - K-MEANS PROBLEM

KW - FACTORIZATION

KW - ALGORITHMS

KW - 112 Statistics and probability

KW - 113 Computer and information sciences

UR - http://jmlr.org/papers/volume17/15-549/15-549.pdf

M3 - Article

VL - 17

SP - 1

EP - 25

JO - Journal of Machine Learning Research

JF - Journal of Machine Learning Research

SN - 1532-4435

IS - 187

M1 - 1

ER -