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

Research output: Contribution to journalArticleScientificpeer-review

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

LanguageEnglish
Article number in E-publication (not DOI)1
JournalJournal of Machine Learning Research
Volume18
Number of pages47
ISSN1532-4435
Publication statusPublished - 2018
MoE publication typeA1 Journal article-refereed

    Research areas

  • 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

External organisations

Sasaki, Hiroaki
  • Nara Institute of Science and Technology
Kanamori, Takafumi
  • Tokyo institute of technology
  • RIKEN
Hyvärinen, Aapo
  • University of London
  • Canadian Institute for Advanced Research
Niu, Gang
  • RIKEN
  • University of Tokyo
Sugiyama, Masashi
  • RIKEN
  • University of Tokyo

ID: 114863882