IBIA：用于对配分函数进行近似推理的增量式构建 - 推理 - 近似框架（英文版）

英文标题：IBIA: An Incremental Build-Infer-Approximate Framework for Approximate Inference of Partition Function中文摘要：提出了一种基于 SCTF 的方法来计算概率图模型的配分函数，并通过算法的精确性和复杂度之间权衡进行逼近推断，旨在提高计算效率和准确性。英文摘要：Exact computation of the partition function is known to be intractable,necessitating approximate inference techniques. Existing methods forapproximate inference are slow to converge for many benchmarks. The control ofaccuracy-complexity trade-off is also non-trivial in many of these methods. Wepropose a novel incr