V. Vasudevan

IBIA: An Incremental Build-Infer-Approximate Framework for Approximate Inference of Partition Function

2023 · arXiv (Cornell University)

Exact computation of the partition function is known to be intractable, necessitating approximate inference techniques. Existing methods for approximate inference are slow to converge for many benchmarks. The control of accuracy-complexity trade-off is also non-trivial …