@article{squarerootgraphicalmodelsmultivariate, title = {Square Root Graphical Models: Multivariate Generalizations of Univariate Exponential Families that Permit Positive Dependencies}, author = {David I. Inouye and Pradeep Ravikumar and Inderjit S. Dhillon}, year = {2016}, eprint = {1603.03629}, archivePrefix = {arXiv}, url = {http://arxiv.org/abs/1603.03629v2}, }