Features identify core characteristics of software in order to produce families of programs. Through configuration, different variants of a program can be composed. Our approach...
: We consider a set of programs a family when it pays to look at their common aspects before looking at their differences. For commercial software developers the implications are t...
We present a new framework based on walks in a graph for analysis and inference in Gaussian graphical models. The key idea is to decompose the correlation between each pair of var...
Dmitry M. Malioutov, Jason K. Johnson, Alan S. Wil...
Information networks are ubiquitous in many applications and analysis on such networks has attracted significant attention in the academic communities. One of the most important ...
Although undirected cycles in directed graphs of Bayesian belief networks have been thoroughly studied, little attention has so far been given to a systematic analysis of directed ...