%0 Journal Article %T Binary Join Trees %A Prakash P. Shenoy %J Computer Science %D 2013 %I arXiv %X The main goal of this paper is to describe a data structure called binary join trees that are useful in computing multiple marginals efficiently using the Shenoy-Shafer architecture. We define binary join trees, describe their utility, and sketch a procedure for constructing them. %U http://arxiv.org/abs/1302.3604v1