Proves ELBO solution existence for elliptic location-scale families and convergence guarantees for preconditioned dynamic-batched projected SGD under Blum-Gladyshev conditions in BBVI.
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SGD for Variational Inference: Tackling Unbounded Variance via Preconditioning and Dynamic Batching
Proves ELBO solution existence for elliptic location-scale families and convergence guarantees for preconditioned dynamic-batched projected SGD under Blum-Gladyshev conditions in BBVI.