Mode-Seeking Clustering and Density Ridge Estimation via Direct Estimation of Density-Derivative-Ratios

Hiroaki Sasaki, Takafumi Kanamori, Aapo Hyvärinen, Gang Niu, Masashi Sugiyama

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
Article number1
JournalJournal of Machine Learning Research
Volume18
Number of pages47
ISSN1532-4435
Publication statusPublished - 2018
MoE publication typeA1 Journal article-refereed

Fields of Science

  • Density Derivative
  • Geometric Feature
  • Mode-Seeking Clustering
  • Density Ridge Estimation
  • MEAN-SHIFT ALGORITHM
  • NONPARAMETRIC-ESTIMATION
  • MAXIMUM-LIKELIHOOD
  • IMAGE SEGMENTATION
  • NORMALIZED CUTS
  • EM ALGORITHM
  • SCALE-SPACE
  • REGRESSION
  • CONVERGENCE
  • CONSISTENCY
  • 113 Computer and information sciences

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