Factor Graphs from UAI Inference Competition

该数据集是从2014年UAI推理竞赛中选取的，包含具有二元变量且没有逻辑约束的因子图。在比较研究中，涵盖了多种变分推理方法，如AIS、MF-VI、SMF-VI、SPN-VI、LBP和TRWBP等，以对比这些方法在变分推理任务中的表现。This dataset is selected from the 2014 UAI Inference Competition, and contains factor graphs with binary variables and no logical constraints. It is utilized in a comparative study that encompasses multiple variational inference methods—AIS, MF-VI, SMF-VI, SPN-VI, LBP, TRWBP, among others—to evaluate their performance on variational inference tasks.