Bures-Wasserstein Importance-Weighted Evidence Lower Bound: Exposition and Applications

Peiwen Jiang, Takuo Matsubara, Minh-Ngoc Tran

The Importance-Weighted Evidence Lower Bound (IW-ELBO) has emerged as an effective objective for variational inference (VI), tightening the standard ELBO and mitigating the mode-se…