Vol.58, No.2 (2010) Contents

Special Topic: Statistical Machine Learning
On the Special Topic "Statistical Machine Learning"
..........Tomoko MATSUI (58, 139-139)
A New Approach to Machine Learning Based on Density Ratios
..........Masashi SUGIYAMA (58, 141-155)
Combining Binary Machines for Multi-class: Statistical Model and Parameter Estimation
..........Shiro IKEDA (58, 157-166)
Data Analysis Method on Space of Exponential Family Distributions
..........Shotaro AKAHO, Kazuho WATANABE and Masato OKADA (58, 167-183)
Nonparametric Inference with Positive Definite Kernels
..........Kenji FUKUMIZU (58, 185-206)

A Multilevel Model Using 2nd and 3rd Order Moments
..........Koken OZAKI, Kentaro NAKAMURA and Hiroto MUROHASHI (58, 207-221)