Which approach approximates likelihoods using ELBO?
Answer options
A
GANs
B
VAEs
C
HMMs
D
SVMs
Correct answer: VAEs
Explanation
ELBO (Evidence Lower BOund) is the VAE training objective. Maximizing ELBO is equivalent to maximizing a lower bound on the data log-likelihood while regularizing the latent space.