ELBO (Evidence Lower Bound) — Glossary

ELBO (Evidence Lower Bound)

Metric

elbo


Definition

The objective function MOFA2 maximises during variational inference. A rising, plateauing ELBO trace indicates the factor model has converged.

Examples

ELBO climbing then levelling off over iterations.

Related terms

MOFA2 MOFA2 Convergence Mode

All terms