11 citations · 14 across the 5 of their papers we have counts for
Showing 2010Show all
2 papers · 1 filter
stat.ML2010★ 1 cited
f-divergence estimation and two-sample homogeneity test under semiparametric density-ratio models
Takafumi Kanamori, Taiji Suzuki, Masashi Sugiyama
A density ratio is defined by the ratio of two probability densities. We study the inference problem of density ratios and apply a semi-parametric density-ratio estimator to the tw…
stat.ME2010
The Degrees of Freedom of Partial Least Squares Regression
Nicole Kraemer, Masashi Sugiyama
The derivation of statistical properties for Partial Least Squares regression can be a challenging task. The reason is that the construction of latent components from the predictor…