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Generative AI
Accenture Technical PrimermediumGenerative AIPart 4

ELBO stands for:

Answer options

A
Evidence Lower Bound
B
Exact Latent Bayesian Objective
C
Enhanced Learning Bound
D
Eigenvalue Lower Bound

Correct answer: Evidence Lower Bound

Explanation

Quick AnswerThe correct answer is Evidence Lower Bound because it directly addresses the core logic of Generative AI.

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.

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