Explain VAEs, ELBO, KL, and Reparameterization
Company: Google
Role: Machine Learning Engineer
Category: Machine Learning
Difficulty: hard
Interview Round: Technical Screen
Overview: Connect VAE components to the ELBO, reconstruction and KL terms, posterior approximation, reparameterized gradients, and collapse risk.