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20142024
most citedNonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning

39 citations · 86 across the 13 of their papers we have counts for

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stat.ML2017★ 5 cited

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

Hiroaki Sasaki, Takafumi Kanamori, Aapo Hyvärinen +2

Modes and ridges of the probability density function behind observed data are useful geometric features. Mode-seeking clustering assigns cluster labels by associating data samples…