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…