Statistical analysis of kernel-based least-squares density-ratio estimation

Estimating Divergence Functionals and the Likelihood Ratio by Convex Risk Minimization

(2010) XuanLong Nguyen et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Theoretical Analysis of Density Ratio Estimation

(2010) Takafumi KANAMORI et al.   IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUT

Least-Squares Conditional Density Estimation

(2010) Masashi SUGIYAMA et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

Superfast-Trainable Multi-Class Probabilistic Classifier by Least-Squares Posterior Fitting

(2010) Masashi SUGIYAMA   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

Statistical outlier detection using direct density ratio estimation

(2010) Shohei Hido et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Direct importance estimation for covariate shift adaptation

(2008) Masashi Sugiyama et al.   ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS

Convergence rates of generalization errors for margin-based classification

(2008) Changyi Park   JOURNAL OF STATISTICAL PLANNING AND INFERENCE