This book offers a comprehensive framework for mastering the complexities of learning high-dimensional sparse graphical models through the use of conditional independence tests. These tests are ...

This is a preview. Log in through your library . Abstract The log-density functional ANOVA model provides a powerful framework for the estimation and interpretation of high-dimensional densities.

Starting with the pioneering work of Laub and Purnell in the 1970s, gas chromatography (GC) and high performance liquid chromatography (HPLC) modeling has evolved into a key research area aimed at ...

This is a preview. Log in through your library . Abstract This paper deals with a multivariate Gaussian observation model where the eigenvalues of the covariance matrix are all one, except for a ...

By extending a proof of a physically important behavior in one-dimensional quantum spin systems to higher dimensions, a RIKEN ...