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20112025
most citedOn the Identifiability of the Post-Nonlinear Causal Model

244 citations · 964 across the 44 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…